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He stands firmly on a pair of rapidly spinning wind-fire wheels, designed as futuristic, suspended pulleys, continuously emitting fiery orange-yellow flame particles and dazzling arcs of light. Nezha himself, sporting his signature black twin buns, bound tightly with red ribbons, possesses a youthful handsomeness, yet his eyes reveal a resolute and hint of rebelliousness. He wears a sleeveless, high-collared red vest, a fusion of modern tailoring and traditional elements. The fabric is intricately woven with auspicious cloud patterns, creating a striking contrast with the black bodysuit underneath. Behind him, the famous Hun Tian Ling (Hun Tian Ling) is no simple fabric; it is a vast ribbon of crimson, translucent silk, its edges ablaze with flowing flames. It swirls and dances majestically and dynamically behind him, like a living being. The entire scene is set against an abstract, dark ink painting of a sea of swirling clouds, creating an epic and mysterious atmosphere. The strong light source comes from the Wind-Fire Wheel and the Hun Tian Ling themselves. The blazing light they emit casts sharp highlights and deep shadows on Nezha's body and clothing, highlighting the lines of his muscles and the texture of his clothes. The whole picture is full of power, rebellious spirit and the unique charm of oriental aesthetics under the strong color contrast of red, gold and black.", + "seed": 33057, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_0/index_4241_seed_33057_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.039219977287575605, + "vlm_logprob": -0.039219977287575605, + "vlm_yes_no_margin": 4.275000023841858, + "vlm_token_credit": -0.039219977287575605, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027661779895424843 + ], + "opposite_logprob_tokens": [ + -3.6526618003845215 + ], + "logprob_reward": -0.027661779895424843, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027661779895424843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08592642098665237, + 0.04310130327939987, + 0.25142696499824524, + 0.021262789145112038, + 0.03404520824551582, + 0.06166313216090202, + 0.393037348985672, + 0.060290172696113586, + 0.023433435708284378, + 0.025813112035393715 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.027661779895424843 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584993064403534 + ], + "opposite_logprob_tokens": [ + -3.895585060119629 + ], + "logprob_reward": -0.020584993064403534, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584993064403534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08454615622758865, + 0.0665472149848938, + 0.13403406739234924, + 0.09623004496097565, + 0.08725584298372269, + 0.0936756581068039, + 0.3158992528915405, + 0.038108449429273605, + 0.04456541687250137, + 0.03913790360093117 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.020584993064403534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019370617810636759 + ], + "opposite_logprob_tokens": [ + -6.251936912536621 + ], + "logprob_reward": -0.0019370617810636759, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019370617810636759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1692960113286972, + 0.03971929848194122, + 0.22689376771450043, + 0.026404889300465584, + 0.05013440176844597, + 0.06893718242645264, + 0.2558284401893616, + 0.04667367413640022, + 0.03846590220928192, + 0.07764637470245361 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.0019370617810636759 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031840126030147076 + ], + "opposite_logprob_tokens": [ + -5.753183841705322 + ], + "logprob_reward": -0.0031840126030147076, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031840126030147076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13968713581562042, + 0.09524484723806381, + 0.21808893978595734, + 0.04724763706326485, + 0.04075242951512337, + 0.14266765117645264, + 0.1698799431324005, + 0.03340757638216019, + 0.058598313480615616, + 0.054425470530986786 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.0031840126030147076 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14273203909397125 + ], + "opposite_logprob_tokens": [ + -2.0177321434020996 + ], + "logprob_reward": -0.14273203909397125, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14273203909397125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1411561220884323, + 0.0778602883219719, + 0.05627796798944473, + 0.06150168552994728, + 0.08290507644414902, + 0.0429859459400177, + 0.3690803647041321, + 0.09509631991386414, + 0.044294729828834534, + 0.028841532766819 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.14273203909397125 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, panoramic shot, slowly advancing from a low angle, depicts the heroic stance of the mythical figure Nezha in a distinctively Guocha style. He stands firmly on a pair of rapidly spinning wind-fire wheels, designed as futuristic, suspended pulleys, continuously emitting fiery orange-yellow flame particles and dazzling arcs of light. Nezha himself, sporting his signature black twin buns, bound tightly with red ribbons, possesses a youthful handsomeness, yet his eyes reveal a resolute and hint of rebelliousness. He wears a sleeveless, high-collared red vest, a fusion of modern tailoring and traditional elements. The fabric is intricately woven with auspicious cloud patterns, creating a striking contrast with the black bodysuit underneath. Behind him, the famous Hun Tian Ling (Hun Tian Ling) is no simple fabric; it is a vast ribbon of crimson, translucent silk, its edges ablaze with flowing flames. It swirls and dances majestically and dynamically behind him, like a living being. The entire scene is set against an abstract, dark ink painting of a sea of swirling clouds, creating an epic and mysterious atmosphere. The strong light source comes from the Wind-Fire Wheel and the Hun Tian Ling themselves. The blazing light they emit casts sharp highlights and deep shadows on Nezha's body and clothing, highlighting the lines of his muscles and the texture of his clothes. The whole picture is full of power, rebellious spirit and the unique charm of oriental aesthetics under the strong color contrast of red, gold and black.", + "seed": 33058, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_0/index_4241_seed_33058_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04861928978934884, + "vlm_logprob": -0.04861928978934884, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.04861928978934884, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10126557946205139 + ], + "opposite_logprob_tokens": [ + -2.3512656688690186 + ], + "logprob_reward": -0.10126557946205139, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10126557946205139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06548593193292618, + 0.23551879823207855, + 0.057723771780729294, + 0.345926970243454, + 0.08660269528627396, + 0.06927980482578278, + 0.04331129044294357, + 0.04102889075875282, + 0.03422323986887932, + 0.020898662507534027 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.10126557946205139 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329937182366848 + ], + "opposite_logprob_tokens": [ + -3.7732994556427 + ], + "logprob_reward": -0.02329937182366848, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329937182366848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15206745266914368, + 0.13467097282409668, + 0.1835360825061798, + 0.09327108412981033, + 0.12840835750102997, + 0.09720761328935623, + 0.056156329810619354, + 0.056071117520332336, + 0.04842246323823929, + 0.050188444554805756 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.02329937182366848 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00409122696146369 + ], + "opposite_logprob_tokens": [ + -5.504091262817383 + ], + "logprob_reward": -0.00409122696146369, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00409122696146369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06691452860832214, + 0.058413662016391754, + 0.06801427155733109, + 0.04249638319015503, + 0.22427545487880707, + 0.18384414911270142, + 0.10259547084569931, + 0.09539005160331726, + 0.09070859849452972, + 0.06734739243984222 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.00409122696146369 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014179551042616367 + ], + "opposite_logprob_tokens": [ + -4.264179706573486 + ], + "logprob_reward": -0.014179551042616367, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014179551042616367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09296563267707825, + 0.12085382640361786, + 0.09552407264709473, + 0.16980977356433868, + 0.17275689542293549, + 0.11090710759162903, + 0.06103386729955673, + 0.03520121052861214, + 0.036703258752822876, + 0.10424439609050751 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.014179551042616367 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10026071965694427 + ], + "opposite_logprob_tokens": [ + -2.3502607345581055 + ], + "logprob_reward": -0.10026071965694427, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10026071965694427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17264679074287415, + 0.18018192052841187, + 0.13248375058174133, + 0.11833003163337708, + 0.07452075928449631, + 0.13655562698841095, + 0.03575766086578369, + 0.07150424271821976, + 0.04817797616124153, + 0.029841231182217598 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.10026071965694427 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, panoramic shot, slowly advancing from a low angle, depicts the heroic stance of the mythical figure Nezha in a distinctively Guocha style. He stands firmly on a pair of rapidly spinning wind-fire wheels, designed as futuristic, suspended pulleys, continuously emitting fiery orange-yellow flame particles and dazzling arcs of light. Nezha himself, sporting his signature black twin buns, bound tightly with red ribbons, possesses a youthful handsomeness, yet his eyes reveal a resolute and hint of rebelliousness. He wears a sleeveless, high-collared red vest, a fusion of modern tailoring and traditional elements. The fabric is intricately woven with auspicious cloud patterns, creating a striking contrast with the black bodysuit underneath. Behind him, the famous Hun Tian Ling (Hun Tian Ling) is no simple fabric; it is a vast ribbon of crimson, translucent silk, its edges ablaze with flowing flames. It swirls and dances majestically and dynamically behind him, like a living being. The entire scene is set against an abstract, dark ink painting of a sea of swirling clouds, creating an epic and mysterious atmosphere. The strong light source comes from the Wind-Fire Wheel and the Hun Tian Ling themselves. The blazing light they emit casts sharp highlights and deep shadows on Nezha's body and clothing, highlighting the lines of his muscles and the texture of his clothes. The whole picture is full of power, rebellious spirit and the unique charm of oriental aesthetics under the strong color contrast of red, gold and black.", + "seed": 33059, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_0/index_4241_seed_33059_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025839949678629636, + "vlm_logprob": -0.025839949678629636, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.025839949678629636, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0305960513651371 + ], + "opposite_logprob_tokens": [ + -3.5305960178375244 + ], + "logprob_reward": -0.0305960513651371, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.0305960513651371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09505987167358398, + 0.35125336050987244, + 0.04940424859523773, + 0.24151679873466492, + 0.06378516554832458, + 0.04763131961226463, + 0.03838193416595459, + 0.037316784262657166, + 0.025482675060629845, + 0.05016780272126198 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.0305960513651371 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819268986582756 + ], + "opposite_logprob_tokens": [ + -4.018192768096924 + ], + "logprob_reward": -0.01819268986582756, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819268986582756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25252559781074524, + 0.14069226384162903, + 0.0548928938806057, + 0.11555453389883041, + 0.05617871508002281, + 0.2609255611896515, + 0.029607856646180153, + 0.02552299201488495, + 0.02279263362288475, + 0.04130692407488823 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.01819268986582756 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002815570682287216 + ], + "opposite_logprob_tokens": [ + -5.8778157234191895 + ], + "logprob_reward": -0.002815570682287216, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002815570682287216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047700781375169754, + 0.11695448309183121, + 0.02747039869427681, + 0.0349576473236084, + 0.07092329114675522, + 0.45690634846687317, + 0.0895175039768219, + 0.05459388718008995, + 0.053643614053726196, + 0.04733205959200859 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.002815570682287216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007618302013725042 + ], + "opposite_logprob_tokens": [ + -4.882618427276611 + ], + "logprob_reward": -0.007618302013725042, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007618302013725042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08497340232133865, + 0.12065859884023666, + 0.04741889610886574, + 0.2853372097015381, + 0.09198924154043198, + 0.07663287967443466, + 0.0753396600484848, + 0.07899678498506546, + 0.09320894628763199, + 0.045444369316101074 + ], + "top_frames": [ + 3, + 1, + 8 + ], + "selected_reward": -0.007618302013725042 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06997713446617126 + ], + "opposite_logprob_tokens": [ + -2.694977045059204 + ], + "logprob_reward": -0.06997713446617126, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06997713446617126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19546106457710266, + 0.07127954065799713, + 0.043593861162662506, + 0.10440900176763535, + 0.047612909227609634, + 0.24426615238189697, + 0.06819813698530197, + 0.08941514790058136, + 0.08464666455984116, + 0.05111758038401604 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.06997713446617126 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, panoramic shot, slowly advancing from a low angle, depicts the heroic stance of the mythical figure Nezha in a distinctively Guocha style. He stands firmly on a pair of rapidly spinning wind-fire wheels, designed as futuristic, suspended pulleys, continuously emitting fiery orange-yellow flame particles and dazzling arcs of light. Nezha himself, sporting his signature black twin buns, bound tightly with red ribbons, possesses a youthful handsomeness, yet his eyes reveal a resolute and hint of rebelliousness. He wears a sleeveless, high-collared red vest, a fusion of modern tailoring and traditional elements. The fabric is intricately woven with auspicious cloud patterns, creating a striking contrast with the black bodysuit underneath. Behind him, the famous Hun Tian Ling (Hun Tian Ling) is no simple fabric; it is a vast ribbon of crimson, translucent silk, its edges ablaze with flowing flames. It swirls and dances majestically and dynamically behind him, like a living being. The entire scene is set against an abstract, dark ink painting of a sea of swirling clouds, creating an epic and mysterious atmosphere. The strong light source comes from the Wind-Fire Wheel and the Hun Tian Ling themselves. The blazing light they emit casts sharp highlights and deep shadows on Nezha's body and clothing, highlighting the lines of his muscles and the texture of his clothes. The whole picture is full of power, rebellious spirit and the unique charm of oriental aesthetics under the strong color contrast of red, gold and black.", + "seed": 33060, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_0/index_4241_seed_33060_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04499303353950381, + "vlm_logprob": -0.04499303353950381, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.04499303353950381, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03449594974517822 + ], + "opposite_logprob_tokens": [ + -3.4094958305358887 + ], + "logprob_reward": -0.03449594974517822, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03449594974517822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2560664713382721, + 0.0327659547328949, + 0.10603643953800201, + 0.08206387609243393, + 0.03678521513938904, + 0.08815779536962509, + 0.037386950105428696, + 0.05788063257932663, + 0.22180810570716858, + 0.08104858547449112 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.03449594974517822 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819409430027008 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.01819409430027008, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819409430027008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1779879778623581, + 0.04707314819097519, + 0.12017545104026794, + 0.08467630296945572, + 0.046137485653162, + 0.2710498571395874, + 0.06530919671058655, + 0.07634216547012329, + 0.05278366804122925, + 0.05846473574638367 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.01819409430027008 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052490513771772385 + ], + "opposite_logprob_tokens": [ + -5.2552490234375 + ], + "logprob_reward": -0.0052490513771772385, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052490513771772385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08987084776163101, + 0.10593774914741516, + 0.2457548975944519, + 0.06970193982124329, + 0.0917719230055809, + 0.10338614881038666, + 0.07031501829624176, + 0.07718626409769058, + 0.046835895627737045, + 0.099239282310009 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.0052490513771772385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006727426778525114 + ], + "opposite_logprob_tokens": [ + -5.00672721862793 + ], + "logprob_reward": -0.006727426778525114, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006727426778525114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.175209641456604, + 0.06375512480735779, + 0.09528331458568573, + 0.04615083709359169, + 0.2950955927371979, + 0.051588620990514755, + 0.04245053231716156, + 0.05554785951972008, + 0.12265961617231369, + 0.05225880444049835 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.006727426778525114 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject the mythical figure Nezha standing firmly on wind-fire wheels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the wind-fire wheels depicted as futuristic, suspended pulleys emitting fiery orange-yellow flame particles and light arcs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does Nezha have black twin buns bound with red ribbons and wear a sleeveless high-collared red vest with cloud patterns over a black bodysuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a vast crimson translucent silk ribbon (Hun Tian Ling) behind Nezha that swirls and dances with flowing flames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot panoramic and slowly advancing from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1602986454963684 + ], + "opposite_logprob_tokens": [ + -1.9102985858917236 + ], + "logprob_reward": -0.1602986454963684, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1602986454963684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04565064236521721, + 0.0637652575969696, + 0.11366068571805954, + 0.04353771731257439, + 0.05204961821436882, + 0.3846902549266815, + 0.030418651178479195, + 0.12013312429189682, + 0.11604133993387222, + 0.030052702873945236 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.1602986454963684 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_1/index_tensor([4676, 4676])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_1/index_tensor([4676, 4676])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..57dbbdd7c0bee5fd180bfae166f0f125c3f04bd7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_1/index_tensor([4676, 4676])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up still shot captured from a slightly elevated angle observes a cluster of pristine, deep purple grapes nestled against a flawless, matte white surface. Soft, diffused studio lighting sculpts their plump, spherical forms from the side, casting gentle shadows and creating bright, moist highlights across their taut skin, coated in delicate, powdery blossoms. As the grapes begin to melt, a surreal liquefaction begins; the process begins subtly, with the skin of one grape losing its tension and dissolving as if made of sugar. This transformation triggers a chain reaction as neighboring grapes steadily and deliberately collapse, their solid form deliquescing into a viscous liquid. Rather than cracking, the skins melt, their dark color seeping into a growing pool of dark, rich juice that slowly spreads across the pristine white surface. Its smooth, syrupy surface reflects light, creating a hypnotic, unsettling, and beautifully stark visual effect.", + "seed": 29979, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_1/index_4676_seed_29979_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.048301352700218556, + "vlm_logprob": -0.048301352700218556, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.048301352700218556, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008190850727260113 + ], + "opposite_logprob_tokens": [ + -5.508190631866455 + ], + "logprob_reward": -0.008190850727260113, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.008190850727260113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27339375019073486, + 0.20497524738311768, + 0.1901673972606659, + 0.054354503750801086, + 0.0769008919596672, + 0.05143357440829277, + 0.055293008685112, + 0.029377559199929237, + 0.016297565773129463, + 0.04780653864145279 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.008190850727260113 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20162715017795563 + ], + "opposite_logprob_tokens": [ + -1.7016271352767944 + ], + "logprob_reward": -0.20162715017795563, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20162715017795563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1678863912820816, + 0.15057899057865143, + 0.16296924650669098, + 0.09984064847230911, + 0.11164174228906631, + 0.03751758113503456, + 0.05217641964554787, + 0.03153679147362709, + 0.14286455512046814, + 0.042987603694200516 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.20162715017795563 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036207374650985003 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036207374650985003, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036207374650985003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14281800389289856, + 0.190785214304924, + 0.2503678500652313, + 0.06453147530555725, + 0.0846865177154541, + 0.037754714488983154, + 0.07593129575252533, + 0.046672459691762924, + 0.02272765338420868, + 0.08372481167316437 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0036207374650985003 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001717998180538416 + ], + "opposite_logprob_tokens": [ + -6.376718044281006 + ], + "logprob_reward": -0.001717998180538416, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001717998180538416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07011014968156815, + 0.16778019070625305, + 0.34189140796661377, + 0.03439755737781525, + 0.05143311619758606, + 0.04106881469488144, + 0.032549310475587845, + 0.1665707528591156, + 0.04817797988653183, + 0.04602070525288582 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.001717998180538416 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026350026950240135 + ], + "opposite_logprob_tokens": [ + -3.6513500213623047 + ], + "logprob_reward": -0.026350026950240135, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026350026950240135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24268949031829834, + 0.11497589200735092, + 0.13864849507808685, + 0.03574124351143837, + 0.13423070311546326, + 0.04833827167749405, + 0.06272008270025253, + 0.06556025892496109, + 0.11441110819578171, + 0.04268451780080795 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.026350026950240135 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up still shot captured from a slightly elevated angle observes a cluster of pristine, deep purple grapes nestled against a flawless, matte white surface. Soft, diffused studio lighting sculpts their plump, spherical forms from the side, casting gentle shadows and creating bright, moist highlights across their taut skin, coated in delicate, powdery blossoms. As the grapes begin to melt, a surreal liquefaction begins; the process begins subtly, with the skin of one grape losing its tension and dissolving as if made of sugar. This transformation triggers a chain reaction as neighboring grapes steadily and deliberately collapse, their solid form deliquescing into a viscous liquid. Rather than cracking, the skins melt, their dark color seeping into a growing pool of dark, rich juice that slowly spreads across the pristine white surface. Its smooth, syrupy surface reflects light, creating a hypnotic, unsettling, and beautifully stark visual effect.", + "seed": 29980, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_1/index_4676_seed_29980_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5391631739214062, + "vlm_logprob": -0.5391631739214062, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.5391631739214062, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00676934327930212 + ], + "opposite_logprob_tokens": [ + -5.256769180297852 + ], + "logprob_reward": -0.00676934327930212, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00676934327930212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17600664496421814, + 0.261181116104126, + 0.11197686940431595, + 0.16332566738128662, + 0.04323622211813927, + 0.07889026403427124, + 0.0686495453119278, + 0.032343629747629166, + 0.02502782829105854, + 0.03936212882399559 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.00676934327930212 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.5789780616760254 + ], + "opposite_logprob_tokens": [ + -0.07897798717021942 + ], + "logprob_reward": -2.5789780616760254, + "yes_no_margin_reward": -2.5, + "token_credit_reward": -2.5789780616760254, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05286790803074837, + 0.023635564371943474, + 0.05000775679945946, + 0.4949449896812439, + 0.1310519278049469, + 0.0385994017124176, + 0.07950849086046219, + 0.06092919781804085, + 0.03957512602210045, + 0.028879651799798012 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -2.5789780616760254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03815169259905815 + ], + "opposite_logprob_tokens": [ + -3.288151741027832 + ], + "logprob_reward": -0.03815169259905815, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03815169259905815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11715086549520493, + 0.06472709774971008, + 0.06292816996574402, + 0.3650592267513275, + 0.12242116779088974, + 0.03021026961505413, + 0.04523259401321411, + 0.08845385164022446, + 0.05196406692266464, + 0.05185263603925705 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.03815169259905815 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009799586609005928 + ], + "opposite_logprob_tokens": [ + -4.634799480438232 + ], + "logprob_reward": -0.009799586609005928, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009799586609005928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052162688225507736, + 0.06854026764631271, + 0.05485087260603905, + 0.37601619958877563, + 0.17424175143241882, + 0.0374993234872818, + 0.04539405554533005, + 0.07138482481241226, + 0.06337989121675491, + 0.05653013661503792 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.009799586609005928 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062117185443639755 + ], + "opposite_logprob_tokens": [ + -2.812117099761963 + ], + "logprob_reward": -0.062117185443639755, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062117185443639755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05548921227455139, + 0.035659708082675934, + 0.04314647242426872, + 0.5119088292121887, + 0.11600708216428757, + 0.05116648972034454, + 0.061166707426309586, + 0.0512516014277935, + 0.03318487107753754, + 0.04101896286010742 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.062117185443639755 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up still shot captured from a slightly elevated angle observes a cluster of pristine, deep purple grapes nestled against a flawless, matte white surface. Soft, diffused studio lighting sculpts their plump, spherical forms from the side, casting gentle shadows and creating bright, moist highlights across their taut skin, coated in delicate, powdery blossoms. As the grapes begin to melt, a surreal liquefaction begins; the process begins subtly, with the skin of one grape losing its tension and dissolving as if made of sugar. This transformation triggers a chain reaction as neighboring grapes steadily and deliberately collapse, their solid form deliquescing into a viscous liquid. Rather than cracking, the skins melt, their dark color seeping into a growing pool of dark, rich juice that slowly spreads across the pristine white surface. Its smooth, syrupy surface reflects light, creating a hypnotic, unsettling, and beautifully stark visual effect.", + "seed": 29981, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_1/index_4676_seed_29981_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2119060001336038, + "vlm_logprob": -0.2119060001336038, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.2119060001336038, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005572499241679907 + ], + "opposite_logprob_tokens": [ + -5.380572319030762 + ], + "logprob_reward": -0.005572499241679907, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005572499241679907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07761426270008087, + 0.14490491151809692, + 0.13030481338500977, + 0.03725185617804527, + 0.03240916505455971, + 0.02473154291510582, + 0.04238608479499817, + 0.04931977391242981, + 0.20970064401626587, + 0.2513769268989563 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.005572499241679907 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.974311888217926 + ], + "opposite_logprob_tokens": [ + -0.474311888217926 + ], + "logprob_reward": -0.974311888217926, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.974311888217926, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0796651616692543, + 0.06977617740631104, + 0.30862265825271606, + 0.05179392546415329, + 0.03694019094109535, + 0.033502060920000076, + 0.0312797948718071, + 0.027853965759277344, + 0.11729702353477478, + 0.24326910078525543 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.974311888217926 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981162816286087 + ], + "opposite_logprob_tokens": [ + -3.5298116207122803 + ], + "logprob_reward": -0.02981162816286087, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981162816286087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08119810372591019, + 0.035569608211517334, + 0.10434677451848984, + 0.04308034107089043, + 0.016865918412804604, + 0.03425376117229462, + 0.013513920828700066, + 0.077957883477211, + 0.09100251644849777, + 0.5022112131118774 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.02981162816286087 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067496877163648605 + ], + "opposite_logprob_tokens": [ + -5.006749629974365 + ], + "logprob_reward": -0.0067496877163648605, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067496877163648605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04455534741282463, + 0.03440375253558159, + 0.06738439947366714, + 0.04303885996341705, + 0.02038765698671341, + 0.022867314517498016, + 0.020462466403841972, + 0.0682201087474823, + 0.0874558612704277, + 0.591224193572998 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.0067496877163648605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308429732918739 + ], + "opposite_logprob_tokens": [ + -3.1680843830108643 + ], + "logprob_reward": -0.04308429732918739, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308429732918739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09436177462339401, + 0.12651732563972473, + 0.10628752410411835, + 0.05727435275912285, + 0.07568231225013733, + 0.04397633299231529, + 0.09114506095647812, + 0.12364708632230759, + 0.11649717390537262, + 0.1646110713481903 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.04308429732918739 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up still shot captured from a slightly elevated angle observes a cluster of pristine, deep purple grapes nestled against a flawless, matte white surface. Soft, diffused studio lighting sculpts their plump, spherical forms from the side, casting gentle shadows and creating bright, moist highlights across their taut skin, coated in delicate, powdery blossoms. As the grapes begin to melt, a surreal liquefaction begins; the process begins subtly, with the skin of one grape losing its tension and dissolving as if made of sugar. This transformation triggers a chain reaction as neighboring grapes steadily and deliberately collapse, their solid form deliquescing into a viscous liquid. Rather than cracking, the skins melt, their dark color seeping into a growing pool of dark, rich juice that slowly spreads across the pristine white surface. Its smooth, syrupy surface reflects light, creating a hypnotic, unsettling, and beautifully stark visual effect.", + "seed": 29982, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_1/index_4676_seed_29982_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4404426666442305, + "vlm_logprob": -0.4404426666442305, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.4404426666442305, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040059806779026985 + ], + "opposite_logprob_tokens": [ + -6.0040059089660645 + ], + "logprob_reward": -0.0040059806779026985, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0040059806779026985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13337312638759613, + 0.06700082123279572, + 0.14342951774597168, + 0.14379598200321198, + 0.13758131861686707, + 0.019912373274564743, + 0.036391597241163254, + 0.11919601261615753, + 0.14519119262695312, + 0.05412808433175087 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.0040059806779026985 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.1270320415496826 + ], + "opposite_logprob_tokens": [ + -0.12703199684619904 + ], + "logprob_reward": -2.1270320415496826, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.1270320415496826, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1240791603922844, + 0.2091989815235138, + 0.17216803133487701, + 0.12033788114786148, + 0.05403445288538933, + 0.037624605000019073, + 0.034155551344156265, + 0.18647629022598267, + 0.05036905035376549, + 0.011556009761989117 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -2.1270320415496826 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029834769666194916 + ], + "opposite_logprob_tokens": [ + -3.529834747314453 + ], + "logprob_reward": -0.029834769666194916, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029834769666194916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08957963436841965, + 0.14470581710338593, + 0.0900307446718216, + 0.11743691563606262, + 0.14328867197036743, + 0.034017354249954224, + 0.14616742730140686, + 0.09878189116716385, + 0.10087870806455612, + 0.03511292114853859 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.029834769666194916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003201242769137025 + ], + "opposite_logprob_tokens": [ + -5.753201007843018 + ], + "logprob_reward": -0.003201242769137025, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003201242769137025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09763408452272415, + 0.1706816852092743, + 0.16597114503383636, + 0.11595447361469269, + 0.043963875621557236, + 0.05134899914264679, + 0.09217682480812073, + 0.15919257700443268, + 0.06283445656299591, + 0.040241923183202744 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.003201242769137025 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of deep purple grapes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the grapes resting on a flawless, matte white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the grapes beginning to melt and dissolve into a viscous liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the melting process cause the dark grape color to seep into a growing pool of juice on the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera angle slightly elevated looking down at the grapes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813929855823517 + ], + "opposite_logprob_tokens": [ + -3.2881393432617188 + ], + "logprob_reward": -0.03813929855823517, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813929855823517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15409603714942932, + 0.1129021868109703, + 0.14034812152385712, + 0.11837514489889145, + 0.06213291361927986, + 0.07191202789545059, + 0.11611030995845795, + 0.12262073904275894, + 0.06657080352306366, + 0.03493168577551842 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.03813929855823517 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_10/index_tensor([2467, 2467])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_10/index_tensor([2467, 2467])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7674b0ddaaf8117043a9e0664f162a954e5f6c83 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_10/index_tensor([2467, 2467])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "still, black-and-white close-up shot from a slightly low angle, dominated by high-contrast tones. The focus falls precisely on an elderly hand, its wrinkled skin dry and sagging. The ridges and veins on the back of the hand, etched with age, are clearly outlined in the soft sidelight, the knuckles appearing thick. This hand rests on an old, yellowed photograph, its edges warped and scuffed from repeated handling, its surface minutely scratched. Carefully and with infinite cherishment, the elderly man's rough fingertips trace the worn white border of the photograph, slowly and steadily sliding from one end to the other. The gentle movement is as if he is revisiting the distant memories the photograph holds through touch. The background is an out-of-focus, dark wooden tabletop, its blurred texture providing a quiet contrast to the delicate emotions in the foreground. The entire image is imbued with a tranquil, soulful atmosphere of nostalgia, as if time has stood still in this moment.", + "seed": 10641, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_10/index_2467_seed_10641_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10557488771155477, + "vlm_logprob": -0.10557488771155477, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.10557488771155477, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4319305419921875 + ], + "opposite_logprob_tokens": [ + -1.0569305419921875 + ], + "logprob_reward": -0.4319305419921875, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4319305419921875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09839993715286255, + 0.147859588265419, + 0.047282878309488297, + 0.022483576089143753, + 0.4812242090702057, + 0.052084069699048996, + 0.026665478944778442, + 0.030786944553256035, + 0.04309763386845589, + 0.050115641206502914 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.4319305419921875 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016083383932709694 + ], + "opposite_logprob_tokens": [ + -4.141083240509033 + ], + "logprob_reward": -0.016083383932709694, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016083383932709694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07243558764457703, + 0.0421961173415184, + 0.021672064438462257, + 0.02020139992237091, + 0.7198677659034729, + 0.05027691647410393, + 0.010944360867142677, + 0.017922813072800636, + 0.027869660407304764, + 0.016613267362117767 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.016083383932709694 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185431137681007 + ], + "opposite_logprob_tokens": [ + -4.018185615539551 + ], + "logprob_reward": -0.018185431137681007, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185431137681007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0726921334862709, + 0.1121133416891098, + 0.06805550307035446, + 0.03920238837599754, + 0.09565633535385132, + 0.16980592906475067, + 0.10335919260978699, + 0.17611685395240784, + 0.06340089440345764, + 0.09959738701581955 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.018185431137681007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494256317615509 + ], + "opposite_logprob_tokens": [ + -2.9299426078796387 + ], + "logprob_reward": -0.05494256317615509, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494256317615509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.006656181998550892, + 0.003948502242565155, + 0.006585416384041309, + 0.013083663769066334, + 0.9318302273750305, + 0.005802691448479891, + 0.004444650374352932, + 0.009676634334027767, + 0.011838152073323727, + 0.006133849732577801 + ], + "top_frames": [ + 4, + 3, + 8 + ], + "selected_reward": -0.05494256317615509 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732518319040537 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.006732518319040537, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732518319040537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0274813212454319, + 0.03086136281490326, + 0.02371853031218052, + 0.008539552800357342, + 0.8555945158004761, + 0.012387587688863277, + 0.005618876777589321, + 0.008301953785121441, + 0.008933545090258121, + 0.018562741577625275 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.006732518319040537 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "still, black-and-white close-up shot from a slightly low angle, dominated by high-contrast tones. The focus falls precisely on an elderly hand, its wrinkled skin dry and sagging. The ridges and veins on the back of the hand, etched with age, are clearly outlined in the soft sidelight, the knuckles appearing thick. This hand rests on an old, yellowed photograph, its edges warped and scuffed from repeated handling, its surface minutely scratched. Carefully and with infinite cherishment, the elderly man's rough fingertips trace the worn white border of the photograph, slowly and steadily sliding from one end to the other. The gentle movement is as if he is revisiting the distant memories the photograph holds through touch. The background is an out-of-focus, dark wooden tabletop, its blurred texture providing a quiet contrast to the delicate emotions in the foreground. The entire image is imbued with a tranquil, soulful atmosphere of nostalgia, as if time has stood still in this moment.", + "seed": 10642, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_10/index_2467_seed_10642_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10655434569343925, + "vlm_logprob": -0.10655434569343925, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.10655434569343925, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4345785081386566 + ], + "opposite_logprob_tokens": [ + -1.059578537940979 + ], + "logprob_reward": -0.4345785081386566, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4345785081386566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12223058938980103, + 0.09796243160963058, + 0.05003928765654564, + 0.04891129583120346, + 0.03862937167286873, + 0.27560117840766907, + 0.03644813224673271, + 0.07864601165056229, + 0.07656603306531906, + 0.17496562004089355 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.4345785081386566 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960072390735149 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.005960072390735149, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960072390735149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059340596199035645, + 0.2594926357269287, + 0.0324784480035305, + 0.03547734394669533, + 0.05583728849887848, + 0.270532488822937, + 0.061143286526203156, + 0.07406915724277496, + 0.08151474595069885, + 0.07011400908231735 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.005960072390735149 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637094870209694 + ], + "opposite_logprob_tokens": [ + -4.758636951446533 + ], + "logprob_reward": -0.008637094870209694, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637094870209694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16989640891551971, + 0.14372386038303375, + 0.12330503761768341, + 0.0717383325099945, + 0.059547316282987595, + 0.25228509306907654, + 0.0462612621486187, + 0.050514936447143555, + 0.045260269194841385, + 0.03746745362877846 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.008637094870209694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896146178245544 + ], + "opposite_logprob_tokens": [ + -2.5789613723754883 + ], + "logprob_reward": -0.07896146178245544, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896146178245544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18885362148284912, + 0.05730406194925308, + 0.0528605654835701, + 0.09090708196163177, + 0.06350082159042358, + 0.05595562607049942, + 0.1353430598974228, + 0.1949082314968109, + 0.06610043346881866, + 0.09426651895046234 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.07896146178245544 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634591285139322 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634591285139322, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634591285139322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1876251995563507, + 0.04887349158525467, + 0.1017104983329773, + 0.06860655546188354, + 0.05465583875775337, + 0.1414175182580948, + 0.07411690801382065, + 0.22499117255210876, + 0.03965458646416664, + 0.05834820494055748 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.004634591285139322 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "still, black-and-white close-up shot from a slightly low angle, dominated by high-contrast tones. The focus falls precisely on an elderly hand, its wrinkled skin dry and sagging. The ridges and veins on the back of the hand, etched with age, are clearly outlined in the soft sidelight, the knuckles appearing thick. This hand rests on an old, yellowed photograph, its edges warped and scuffed from repeated handling, its surface minutely scratched. Carefully and with infinite cherishment, the elderly man's rough fingertips trace the worn white border of the photograph, slowly and steadily sliding from one end to the other. The gentle movement is as if he is revisiting the distant memories the photograph holds through touch. The background is an out-of-focus, dark wooden tabletop, its blurred texture providing a quiet contrast to the delicate emotions in the foreground. The entire image is imbued with a tranquil, soulful atmosphere of nostalgia, as if time has stood still in this moment.", + "seed": 10643, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_10/index_2467_seed_10643_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08842974696308374, + "vlm_logprob": -0.08842974696308374, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.08842974696308374, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.288503497838974 + ], + "opposite_logprob_tokens": [ + -1.4135035276412964 + ], + "logprob_reward": -0.288503497838974, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.288503497838974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08492089062929153, + 0.09480798989534378, + 0.11177709698677063, + 0.0754411518573761, + 0.029282953590154648, + 0.035864222794771194, + 0.05379560962319374, + 0.06601253151893616, + 0.08188125491142273, + 0.3662162721157074 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.288503497838974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007640779484063387 + ], + "opposite_logprob_tokens": [ + -4.882640838623047 + ], + "logprob_reward": -0.007640779484063387, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007640779484063387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1169886589050293, + 0.3581801652908325, + 0.030118867754936218, + 0.037132345139980316, + 0.06330128759145737, + 0.05772513523697853, + 0.05897603929042816, + 0.02909633331000805, + 0.14028812944889069, + 0.1081930547952652 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.007640779484063387 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634805254638195 + ], + "opposite_logprob_tokens": [ + -3.651348114013672 + ], + "logprob_reward": -0.02634805254638195, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634805254638195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3292180597782135, + 0.13209646940231323, + 0.053203072398900986, + 0.06749439984560013, + 0.05643923580646515, + 0.17465269565582275, + 0.04590824618935585, + 0.04130825400352478, + 0.052408602088689804, + 0.04727092757821083 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.02634805254638195 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292329430580139 + ], + "opposite_logprob_tokens": [ + -2.2379233837127686 + ], + "logprob_reward": -0.11292329430580139, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292329430580139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09042786061763763, + 0.041891954839229584, + 0.049370523542165756, + 0.15340721607208252, + 0.0886179655790329, + 0.09417229890823364, + 0.21573929488658905, + 0.08932380378246307, + 0.05427086353302002, + 0.12277818471193314 + ], + "top_frames": [ + 6, + 3, + 9 + ], + "selected_reward": -0.11292329430580139 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733110640197992 + ], + "opposite_logprob_tokens": [ + -5.006732940673828 + ], + "logprob_reward": -0.006733110640197992, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733110640197992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19035601615905762, + 0.18629218637943268, + 0.08105608820915222, + 0.07239410281181335, + 0.053651370108127594, + 0.09738961607217789, + 0.046062685549259186, + 0.05318162217736244, + 0.05627865716814995, + 0.16333769261837006 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.006733110640197992 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "still, black-and-white close-up shot from a slightly low angle, dominated by high-contrast tones. The focus falls precisely on an elderly hand, its wrinkled skin dry and sagging. The ridges and veins on the back of the hand, etched with age, are clearly outlined in the soft sidelight, the knuckles appearing thick. This hand rests on an old, yellowed photograph, its edges warped and scuffed from repeated handling, its surface minutely scratched. Carefully and with infinite cherishment, the elderly man's rough fingertips trace the worn white border of the photograph, slowly and steadily sliding from one end to the other. The gentle movement is as if he is revisiting the distant memories the photograph holds through touch. The background is an out-of-focus, dark wooden tabletop, its blurred texture providing a quiet contrast to the delicate emotions in the foreground. The entire image is imbued with a tranquil, soulful atmosphere of nostalgia, as if time has stood still in this moment.", + "seed": 10644, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_10/index_2467_seed_10644_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05683076689019799, + "vlm_logprob": -0.05683076689019799, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.05683076689019799, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01278595719486475 + ], + "opposite_logprob_tokens": [ + -4.512785911560059 + ], + "logprob_reward": -0.01278595719486475, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01278595719486475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1266077309846878, + 0.13324132561683655, + 0.09414568543434143, + 0.13471433520317078, + 0.0937732383608818, + 0.06895239651203156, + 0.03975912928581238, + 0.0824221596121788, + 0.15637893974781036, + 0.07000500708818436 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.01278595719486475 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208345673978329 + ], + "opposite_logprob_tokens": [ + -4.2642083168029785 + ], + "logprob_reward": -0.014208345673978329, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208345673978329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31491169333457947, + 0.18430209159851074, + 0.08772226423025131, + 0.0673038437962532, + 0.05023929104208946, + 0.062246035784482956, + 0.07894770056009293, + 0.04840799421072006, + 0.07189788669347763, + 0.034021198749542236 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014208345673978329 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354670524597168 + ], + "opposite_logprob_tokens": [ + -3.6513547897338867 + ], + "logprob_reward": -0.026354670524597168, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354670524597168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2073582410812378, + 0.28130903840065, + 0.08658478409051895, + 0.045210354030132294, + 0.024284010753035545, + 0.14408409595489502, + 0.09086161851882935, + 0.039200253784656525, + 0.03980976715683937, + 0.04129789024591446 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.026354670524597168 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22555343806743622 + ], + "opposite_logprob_tokens": [ + -1.6005533933639526 + ], + "logprob_reward": -0.22555343806743622, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22555343806743622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2743854522705078, + 0.2457295060157776, + 0.054432015866041183, + 0.06924721598625183, + 0.08868975937366486, + 0.10026591271162033, + 0.03865448758006096, + 0.054220374673604965, + 0.05890849977731705, + 0.01546681672334671 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.22555343806743622 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in black-and-white with high-contrast tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an elderly hand with wrinkled, dry, and sagging skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hand resting on an old, yellowed photograph with warped edges and surface scratches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand slowly and steadily trace the white border of the photograph from one end to the other?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle with a close-up framing?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251422990113497 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251422990113497, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251422990113497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2363233119249344, + 0.07804854214191437, + 0.07402337342500687, + 0.06635666638612747, + 0.20730875432491302, + 0.08379921317100525, + 0.054883118718862534, + 0.05089941993355751, + 0.07417424023151398, + 0.07418329268693924 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.005251422990113497 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_11/index_tensor([7420, 7420])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_11/index_tensor([7420, 7420])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..29ef7e7c9cf175d592efbcca9fdc8fbd623cab71 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_11/index_tensor([7420, 7420])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme macro shot, captured from a slight overhead angle, maintains a still frame, focusing squarely on the intricate texture of a pristine white cotton pad, set against a deep, non-reflective, dark background. A bright, precise, clinical overhead light illuminates the scene, bringing each soft, interwoven fiber of the pad into sharp focus, casting subtle shadows and dramatically enhancing its three-dimensional quality. A drop of crystal-clear, slightly viscous disinfectant begins to trickle cautiously onto the pad's surface, capturing the microscopic process of the liquid soaking into the fibers in astonishing detail: the clear liquid's front advances steadily and deliberately, instantly saturating the dry, fluffy white fibers wherever it passes, turning them slightly darker and translucent. As the liquid continues to spread silently, the entire picture seamlessly transitions to a final static picture through a smooth and flowing dissolve shot - at this point, the entire cotton piece has been completely and evenly wetted, the fibers are tightly attached together, and they shimmer with a wet luster under the light, creating an extremely clean, focused and tranquil atmosphere with a scientific beauty.", + "seed": 33079, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_11/index_7420_seed_33079_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06911392016336322, + "vlm_logprob": -0.06911392016336322, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.06911392016336322, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07215645909309387 + ], + "opposite_logprob_tokens": [ + -2.6971564292907715 + ], + "logprob_reward": -0.07215645909309387, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07215645909309387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15535052120685577, + 0.03013993427157402, + 0.14708590507507324, + 0.052078939974308014, + 0.024797864258289337, + 0.3453443944454193, + 0.01878182776272297, + 0.08841152489185333, + 0.07508053630590439, + 0.06292854249477386 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.07215645909309387 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799440234899521 + ], + "opposite_logprob_tokens": [ + -1.8049440383911133 + ], + "logprob_reward": -0.1799440234899521, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799440234899521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23218636214733124, + 0.1526549607515335, + 0.09629736095666885, + 0.155629962682724, + 0.02294880896806717, + 0.08254958689212799, + 0.038047224283218384, + 0.1702258437871933, + 0.018635092303156853, + 0.030824780464172363 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.1799440234899521 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052597238682210445 + ], + "opposite_logprob_tokens": [ + -5.2552595138549805 + ], + "logprob_reward": -0.0052597238682210445, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052597238682210445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21504907310009003, + 0.2638501226902008, + 0.12818141281604767, + 0.022033050656318665, + 0.025007516145706177, + 0.09800992906093597, + 0.12509356439113617, + 0.04466138035058975, + 0.034735143184661865, + 0.04337887838482857 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0052597238682210445 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002326101064682 + ], + "opposite_logprob_tokens": [ + -2.69502329826355 + ], + "logprob_reward": -0.07002326101064682, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002326101064682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27704232931137085, + 0.06601971387863159, + 0.01772538386285305, + 0.0701604038476944, + 0.05248166248202324, + 0.25280970335006714, + 0.06447047740221024, + 0.09234508872032166, + 0.08487866073846817, + 0.022066563367843628 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.07002326101064682 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186133354902267 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.018186133354902267, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186133354902267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1804632693529129, + 0.03977486118674278, + 0.15558718144893646, + 0.07288265973329544, + 0.02330879494547844, + 0.045897893607616425, + 0.03242553398013115, + 0.24590083956718445, + 0.15564939379692078, + 0.04810955002903938 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.018186133354902267 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro shot, captured from a slight overhead angle, maintains a still frame, focusing squarely on the intricate texture of a pristine white cotton pad, set against a deep, non-reflective, dark background. A bright, precise, clinical overhead light illuminates the scene, bringing each soft, interwoven fiber of the pad into sharp focus, casting subtle shadows and dramatically enhancing its three-dimensional quality. A drop of crystal-clear, slightly viscous disinfectant begins to trickle cautiously onto the pad's surface, capturing the microscopic process of the liquid soaking into the fibers in astonishing detail: the clear liquid's front advances steadily and deliberately, instantly saturating the dry, fluffy white fibers wherever it passes, turning them slightly darker and translucent. As the liquid continues to spread silently, the entire picture seamlessly transitions to a final static picture through a smooth and flowing dissolve shot - at this point, the entire cotton piece has been completely and evenly wetted, the fibers are tightly attached together, and they shimmer with a wet luster under the light, creating an extremely clean, focused and tranquil atmosphere with a scientific beauty.", + "seed": 33080, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_11/index_7420_seed_33080_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11399295032024384, + "vlm_logprob": -0.11399295032024384, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.11399295032024384, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023416876792907715 + ], + "opposite_logprob_tokens": [ + -3.8984169960021973 + ], + "logprob_reward": -0.023416876792907715, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023416876792907715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1594448834657669, + 0.23878136277198792, + 0.13947075605392456, + 0.049810800701379776, + 0.09551374614238739, + 0.13265378773212433, + 0.053536832332611084, + 0.054084695875644684, + 0.045112621039152145, + 0.031590573489665985 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.023416876792907715 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2814362347126007 + ], + "opposite_logprob_tokens": [ + -1.4064362049102783 + ], + "logprob_reward": -0.2814362347126007, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2814362347126007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31922417879104614, + 0.1466602236032486, + 0.1260727345943451, + 0.046189043670892715, + 0.07273182272911072, + 0.06151255592703819, + 0.08981289714574814, + 0.11233047395944595, + 0.012722360901534557, + 0.012743704952299595 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.2814362347126007 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337250716984272 + ], + "opposite_logprob_tokens": [ + -3.4087250232696533 + ], + "logprob_reward": -0.0337250716984272, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337250716984272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09501425176858902, + 0.16231359541416168, + 0.16209381818771362, + 0.06992217898368835, + 0.15575598180294037, + 0.17920063436031342, + 0.07138587534427643, + 0.03774627670645714, + 0.04218402877449989, + 0.02438334934413433 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.0337250716984272 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015809565782547 + ], + "opposite_logprob_tokens": [ + -1.7015810012817383 + ], + "logprob_reward": -0.2015809565782547, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015809565782547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0578586645424366, + 0.16251961886882782, + 0.11971263587474823, + 0.09697362780570984, + 0.09771677851676941, + 0.09612609446048737, + 0.1518862545490265, + 0.1644543558359146, + 0.03268509730696678, + 0.020066842436790466 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.2015809565782547 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029805611819028854 + ], + "opposite_logprob_tokens": [ + -3.5298056602478027 + ], + "logprob_reward": -0.029805611819028854, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029805611819028854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06344770640134811, + 0.16998028755187988, + 0.049210578203201294, + 0.10476958006620407, + 0.05836097523570061, + 0.1889854073524475, + 0.16017892956733704, + 0.1728709638118744, + 0.017674099653959274, + 0.014521478675305843 + ], + "top_frames": [ + 5, + 7, + 1 + ], + "selected_reward": -0.029805611819028854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro shot, captured from a slight overhead angle, maintains a still frame, focusing squarely on the intricate texture of a pristine white cotton pad, set against a deep, non-reflective, dark background. A bright, precise, clinical overhead light illuminates the scene, bringing each soft, interwoven fiber of the pad into sharp focus, casting subtle shadows and dramatically enhancing its three-dimensional quality. A drop of crystal-clear, slightly viscous disinfectant begins to trickle cautiously onto the pad's surface, capturing the microscopic process of the liquid soaking into the fibers in astonishing detail: the clear liquid's front advances steadily and deliberately, instantly saturating the dry, fluffy white fibers wherever it passes, turning them slightly darker and translucent. As the liquid continues to spread silently, the entire picture seamlessly transitions to a final static picture through a smooth and flowing dissolve shot - at this point, the entire cotton piece has been completely and evenly wetted, the fibers are tightly attached together, and they shimmer with a wet luster under the light, creating an extremely clean, focused and tranquil atmosphere with a scientific beauty.", + "seed": 33081, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_11/index_7420_seed_33081_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2695420630276203, + "vlm_logprob": -0.2695420630276203, + "vlm_yes_no_margin": 1.65, + "vlm_token_credit": -0.2695420630276203, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04428454488515854 + ], + "opposite_logprob_tokens": [ + -3.1692845821380615 + ], + "logprob_reward": -0.04428454488515854, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04428454488515854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01236660499125719, + 0.04620259255170822, + 0.009066728875041008, + 0.5133420825004578, + 0.14909623563289642, + 0.23033668100833893, + 0.00784185342490673, + 0.016559960320591927, + 0.0038766933139413595, + 0.011310623958706856 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.04428454488515854 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2017197161912918 + ], + "opposite_logprob_tokens": [ + -1.7017197608947754 + ], + "logprob_reward": -0.2017197161912918, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2017197161912918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028002487495541573, + 0.07213080674409866, + 0.009742544032633305, + 0.42541542649269104, + 0.0933990329504013, + 0.2903025448322296, + 0.0018152931006625295, + 0.0049764676950871944, + 0.008756101131439209, + 0.06545925885438919 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.2017197161912918 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233712792396545 + ], + "opposite_logprob_tokens": [ + -0.8983712792396545 + ], + "logprob_reward": -0.5233712792396545, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233712792396545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.006973550654947758, + 0.010679283179342747, + 0.003297340590506792, + 0.6282708048820496, + 0.05033592879772186, + 0.2564912438392639, + 0.018779154866933823, + 0.010460332967340946, + 0.008667942136526108, + 0.006044304929673672 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.5233712792396545 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233713388442993 + ], + "opposite_logprob_tokens": [ + -0.8983713388442993 + ], + "logprob_reward": -0.5233713388442993, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233713388442993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.00785055011510849, + 0.006343151442706585, + 0.006371469236910343, + 0.7357125282287598, + 0.0607377253472805, + 0.13845856487751007, + 0.029374340549111366, + 0.002844488015398383, + 0.00673982547596097, + 0.00556736346334219 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.5233713388442993 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496343597769737 + ], + "opposite_logprob_tokens": [ + -2.9299633502960205 + ], + "logprob_reward": -0.05496343597769737, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496343597769737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011935209855437279, + 0.019703028723597527, + 0.004598940256983042, + 0.7336633801460266, + 0.027418237179517746, + 0.1642870008945465, + 0.02013500966131687, + 0.002110992092639208, + 0.0067414287477731705, + 0.00940672867000103 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.05496343597769737 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme macro shot, captured from a slight overhead angle, maintains a still frame, focusing squarely on the intricate texture of a pristine white cotton pad, set against a deep, non-reflective, dark background. A bright, precise, clinical overhead light illuminates the scene, bringing each soft, interwoven fiber of the pad into sharp focus, casting subtle shadows and dramatically enhancing its three-dimensional quality. A drop of crystal-clear, slightly viscous disinfectant begins to trickle cautiously onto the pad's surface, capturing the microscopic process of the liquid soaking into the fibers in astonishing detail: the clear liquid's front advances steadily and deliberately, instantly saturating the dry, fluffy white fibers wherever it passes, turning them slightly darker and translucent. As the liquid continues to spread silently, the entire picture seamlessly transitions to a final static picture through a smooth and flowing dissolve shot - at this point, the entire cotton piece has been completely and evenly wetted, the fibers are tightly attached together, and they shimmer with a wet luster under the light, creating an extremely clean, focused and tranquil atmosphere with a scientific beauty.", + "seed": 33082, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_11/index_7420_seed_33082_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12791299372911452, + "vlm_logprob": -0.12791299372911452, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.12791299372911452, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04998002573847771 + ], + "opposite_logprob_tokens": [ + -3.0499799251556396 + ], + "logprob_reward": -0.04998002573847771, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04998002573847771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13817332684993744, + 0.14114397764205933, + 0.18830262124538422, + 0.0744541585445404, + 0.15796604752540588, + 0.11417609453201294, + 0.08279040455818176, + 0.039935365319252014, + 0.031785573810338974, + 0.031272463500499725 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.04998002573847771 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036919265985489 + ], + "opposite_logprob_tokens": [ + -2.3503692150115967 + ], + "logprob_reward": -0.10036919265985489, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036919265985489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09599669277667999, + 0.08588749915361404, + 0.4891481101512909, + 0.0813712328672409, + 0.05046279728412628, + 0.04107018932700157, + 0.06875859946012497, + 0.03704976662993431, + 0.022183898836374283, + 0.028071150183677673 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.10036919265985489 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708637118339539 + ], + "opposite_logprob_tokens": [ + -2.1270864009857178 + ], + "logprob_reward": -0.12708637118339539, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708637118339539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1083683967590332, + 0.06028009578585625, + 0.18025994300842285, + 0.07391650974750519, + 0.15649814903736115, + 0.14158061146736145, + 0.08994048833847046, + 0.10437975078821182, + 0.05579881742596626, + 0.02897731214761734 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.12708637118339539 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31346574425697327 + ], + "opposite_logprob_tokens": [ + -1.3134657144546509 + ], + "logprob_reward": -0.31346574425697327, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31346574425697327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16987812519073486, + 0.07379092276096344, + 0.2756790816783905, + 0.0643540546298027, + 0.0873747318983078, + 0.06376446038484573, + 0.0849427878856659, + 0.110506072640419, + 0.04195711761713028, + 0.027752691879868507 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.31346574425697327 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view focusing on the texture of a pristine white cotton pad?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background deep, non-reflective, and dark?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a drop of crystal-clear, slightly viscous disinfectant trickle onto the pad and soak into the fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video transition from the soaking process to a final static picture via a smooth and flowing dissolve?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"In the final static picture, are the cotton fibers completely wetted, tightly attached, and shimmering with a wet luster?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048663634806871414 + ], + "opposite_logprob_tokens": [ + -3.04866361618042 + ], + "logprob_reward": -0.048663634806871414, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048663634806871414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15301135182380676, + 0.18487639725208282, + 0.152175173163414, + 0.11084229499101639, + 0.06537386775016785, + 0.09775353968143463, + 0.11557833105325699, + 0.041640881448984146, + 0.04510539025068283, + 0.033642735332250595 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.048663634806871414 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_12/index_tensor([9321, 9321])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_12/index_tensor([9321, 9321])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4b9e8762399a45db4fa508b487c0928310c4f958 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_12/index_tensor([9321, 9321])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, ultra-high-definition macro close-up captures a Cape Pygmy Chameleon (Bradypodion pumilum) clinging motionless to a grotesque biomechanical structure—a nightmarish amalgamation of cold, ribbed metal pipes and pulsating, translucent organic tubing slick with a thin, gooey sheen. In a biomechanical horror style similar to H.R. Giger, the creature's body is a study in absolute stillness, its elastic tail tightly wrapped around a black metal tube, its peculiar feet gripping the alien surface. As it fades into itself, a slow, mesmerizing transformation ripples through its skin; its natural dermal pattern methodically dissolves, replaced by the textures and colors of its inhabitants. The skin morphs, mimicking the polished, bronze sheen of metal and the textured, fleshy tones of the organic tubes. The changes flow like a liquid algorithm until the chameleon becomes a seamless, living extension of the eerie architecture. As its body remains completely frozen, its conical, turret-like eyes move with unsettling independence: one slowly rotates, gazing directly into the camera with a cold, intelligent gleam, while the other swivels to scan the shadowy depths of the environment. The scene is illuminated by a single, harsh, cold-toned light from above, casting deep, dramatic shadows and creating sharp, specular highlights on metallic surfaces, defining an eerie, otherworldly atmosphere. The color palette is a desaturated mix of obsidian black, cold gray, and sickly ochre, creating a mood of claustrophobia and deep unease, as if the biological and the mechanical have merged into a nightmarish new form.", + "seed": 1985, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_12/index_9321_seed_1985_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08762521259486675, + "vlm_logprob": -0.08762521259486675, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.08762521259486675, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10175863653421402 + ], + "opposite_logprob_tokens": [ + -2.3517587184906006 + ], + "logprob_reward": -0.10175863653421402, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10175863653421402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1599581390619278, + 0.1295495480298996, + 0.037764228880405426, + 0.06949207186698914, + 0.033528152853250504, + 0.07703050971031189, + 0.05484699830412865, + 0.289201557636261, + 0.0716063529253006, + 0.07702244073152542 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.10175863653421402 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016104968264698982 + ], + "opposite_logprob_tokens": [ + -4.1411051750183105 + ], + "logprob_reward": -0.016104968264698982, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016104968264698982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1208311915397644, + 0.059900738298892975, + 0.03233076259493828, + 0.023626932874321938, + 0.04026241600513458, + 0.03384282812476158, + 0.07331280410289764, + 0.47845226526260376, + 0.09621535241603851, + 0.04122466966509819 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.016104968264698982 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004838436841965 + ], + "opposite_logprob_tokens": [ + -2.6950483322143555 + ], + "logprob_reward": -0.07004838436841965, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004838436841965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21944758296012878, + 0.05142499506473541, + 0.04940871521830559, + 0.11300381273031235, + 0.11807619780302048, + 0.07720664143562317, + 0.07238781452178955, + 0.1638040691614151, + 0.04183962568640709, + 0.09340053051710129 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.07004838436841965 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048666927963495255 + ], + "opposite_logprob_tokens": [ + -3.0486669540405273 + ], + "logprob_reward": -0.048666927963495255, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048666927963495255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12394727766513824, + 0.047418251633644104, + 0.03876067325472832, + 0.0961756482720375, + 0.15657135844230652, + 0.09776674211025238, + 0.10917719453573227, + 0.15260255336761475, + 0.1395232230424881, + 0.038057077676057816 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.048666927963495255 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154714584350586 + ], + "opposite_logprob_tokens": [ + -1.7015471458435059 + ], + "logprob_reward": -0.20154714584350586, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154714584350586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3299408257007599, + 0.1381542831659317, + 0.028659498319029808, + 0.059964485466480255, + 0.10931161791086197, + 0.13999125361442566, + 0.08651506900787354, + 0.05505461245775223, + 0.02114909328520298, + 0.03125930204987526 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.20154714584350586 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, ultra-high-definition macro close-up captures a Cape Pygmy Chameleon (Bradypodion pumilum) clinging motionless to a grotesque biomechanical structure—a nightmarish amalgamation of cold, ribbed metal pipes and pulsating, translucent organic tubing slick with a thin, gooey sheen. In a biomechanical horror style similar to H.R. Giger, the creature's body is a study in absolute stillness, its elastic tail tightly wrapped around a black metal tube, its peculiar feet gripping the alien surface. As it fades into itself, a slow, mesmerizing transformation ripples through its skin; its natural dermal pattern methodically dissolves, replaced by the textures and colors of its inhabitants. The skin morphs, mimicking the polished, bronze sheen of metal and the textured, fleshy tones of the organic tubes. The changes flow like a liquid algorithm until the chameleon becomes a seamless, living extension of the eerie architecture. As its body remains completely frozen, its conical, turret-like eyes move with unsettling independence: one slowly rotates, gazing directly into the camera with a cold, intelligent gleam, while the other swivels to scan the shadowy depths of the environment. The scene is illuminated by a single, harsh, cold-toned light from above, casting deep, dramatic shadows and creating sharp, specular highlights on metallic surfaces, defining an eerie, otherworldly atmosphere. The color palette is a desaturated mix of obsidian black, cold gray, and sickly ochre, creating a mood of claustrophobia and deep unease, as if the biological and the mechanical have merged into a nightmarish new form.", + "seed": 1986, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_12/index_9321_seed_1986_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11879041790962219, + "vlm_logprob": -0.11879041790962219, + "vlm_yes_no_margin": 2.549999988079071, + "vlm_token_credit": -0.11879041790962219, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09146656095981598 + ], + "opposite_logprob_tokens": [ + -2.4664666652679443 + ], + "logprob_reward": -0.09146656095981598, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09146656095981598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2758680582046509, + 0.11938674002885818, + 0.11991559714078903, + 0.1143856942653656, + 0.06293731927871704, + 0.09672363847494125, + 0.070347860455513, + 0.06145148724317551, + 0.031747471541166306, + 0.047236137092113495 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.09146656095981598 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01611446961760521 + ], + "opposite_logprob_tokens": [ + -4.141114234924316 + ], + "logprob_reward": -0.01611446961760521, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01611446961760521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23401838541030884, + 0.13840892910957336, + 0.0872628465294838, + 0.07178223133087158, + 0.17108005285263062, + 0.07225349545478821, + 0.061667416244745255, + 0.09386631101369858, + 0.03282901644706726, + 0.036831337958574295 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.01611446961760521 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868974909186363 + ], + "opposite_logprob_tokens": [ + -3.048689842224121 + ], + "logprob_reward": -0.04868974909186363, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868974909186363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13101622462272644, + 0.1144479513168335, + 0.07266590744256973, + 0.0762641578912735, + 0.12302500754594803, + 0.15816381573677063, + 0.04185357689857483, + 0.21091650426387787, + 0.01912240870296955, + 0.0525243766605854 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.04868974909186363 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905702084302902 + ], + "opposite_logprob_tokens": [ + -2.464056968688965 + ], + "logprob_reward": -0.08905702084302902, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905702084302902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08300118148326874, + 0.08332321792840958, + 0.07019515335559845, + 0.12412631511688232, + 0.3057289719581604, + 0.06550537794828415, + 0.04500848799943924, + 0.16022524237632751, + 0.022015362977981567, + 0.04087074473500252 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.08905702084302902 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486242890357971 + ], + "opposite_logprob_tokens": [ + -1.2236242294311523 + ], + "logprob_reward": -0.3486242890357971, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3486242890357971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1708761602640152, + 0.13970862329006195, + 0.062161896377801895, + 0.07620996236801147, + 0.13788378238677979, + 0.06046665459871292, + 0.047980718314647675, + 0.13226906955242157, + 0.04423874244093895, + 0.1282043606042862 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.3486242890357971 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, ultra-high-definition macro close-up captures a Cape Pygmy Chameleon (Bradypodion pumilum) clinging motionless to a grotesque biomechanical structure—a nightmarish amalgamation of cold, ribbed metal pipes and pulsating, translucent organic tubing slick with a thin, gooey sheen. In a biomechanical horror style similar to H.R. Giger, the creature's body is a study in absolute stillness, its elastic tail tightly wrapped around a black metal tube, its peculiar feet gripping the alien surface. As it fades into itself, a slow, mesmerizing transformation ripples through its skin; its natural dermal pattern methodically dissolves, replaced by the textures and colors of its inhabitants. The skin morphs, mimicking the polished, bronze sheen of metal and the textured, fleshy tones of the organic tubes. The changes flow like a liquid algorithm until the chameleon becomes a seamless, living extension of the eerie architecture. As its body remains completely frozen, its conical, turret-like eyes move with unsettling independence: one slowly rotates, gazing directly into the camera with a cold, intelligent gleam, while the other swivels to scan the shadowy depths of the environment. The scene is illuminated by a single, harsh, cold-toned light from above, casting deep, dramatic shadows and creating sharp, specular highlights on metallic surfaces, defining an eerie, otherworldly atmosphere. The color palette is a desaturated mix of obsidian black, cold gray, and sickly ochre, creating a mood of claustrophobia and deep unease, as if the biological and the mechanical have merged into a nightmarish new form.", + "seed": 1987, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_12/index_9321_seed_1987_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11124126184731722, + "vlm_logprob": -0.11124126184731722, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.11124126184731722, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03959565609693527 + ], + "opposite_logprob_tokens": [ + -3.414595603942871 + ], + "logprob_reward": -0.03959565609693527, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03959565609693527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2003997564315796, + 0.15350085496902466, + 0.06576153635978699, + 0.07140380889177322, + 0.07498674094676971, + 0.10140271484851837, + 0.056394435465335846, + 0.06330195814371109, + 0.08481484651565552, + 0.1280333697795868 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.03959565609693527 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012571965344250202 + ], + "opposite_logprob_tokens": [ + -4.387571811676025 + ], + "logprob_reward": -0.012571965344250202, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012571965344250202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18726982176303864, + 0.08085120469331741, + 0.08985120803117752, + 0.0745105892419815, + 0.05738907307386398, + 0.0562724731862545, + 0.053560592234134674, + 0.0825638696551323, + 0.10447776317596436, + 0.21325336396694183 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.012571965344250202 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026369880884885788 + ], + "opposite_logprob_tokens": [ + -3.65136981010437 + ], + "logprob_reward": -0.026369880884885788, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026369880884885788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1164499968290329, + 0.06377385556697845, + 0.10912822186946869, + 0.11868800967931747, + 0.14958308637142181, + 0.1449938267469406, + 0.16165007650852203, + 0.06683015823364258, + 0.03108985535800457, + 0.03781293332576752 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.026369880884885788 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25211602449417114 + ], + "opposite_logprob_tokens": [ + -1.5021159648895264 + ], + "logprob_reward": -0.25211602449417114, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25211602449417114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12075580656528473, + 0.07631934434175491, + 0.06907766312360764, + 0.05045609548687935, + 0.27737224102020264, + 0.0993041917681694, + 0.16074547171592712, + 0.07990411669015884, + 0.02793051302433014, + 0.0381346270442009 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.25211602449417114 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255527824163437 + ], + "opposite_logprob_tokens": [ + -1.6005527973175049 + ], + "logprob_reward": -0.2255527824163437, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255527824163437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13699208199977875, + 0.07238991558551788, + 0.07164090871810913, + 0.06762552261352539, + 0.07009490579366684, + 0.13367676734924316, + 0.02161390893161297, + 0.07502564787864685, + 0.09738262742757797, + 0.2535577118396759 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.2255527824163437 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, ultra-high-definition macro close-up captures a Cape Pygmy Chameleon (Bradypodion pumilum) clinging motionless to a grotesque biomechanical structure—a nightmarish amalgamation of cold, ribbed metal pipes and pulsating, translucent organic tubing slick with a thin, gooey sheen. In a biomechanical horror style similar to H.R. Giger, the creature's body is a study in absolute stillness, its elastic tail tightly wrapped around a black metal tube, its peculiar feet gripping the alien surface. As it fades into itself, a slow, mesmerizing transformation ripples through its skin; its natural dermal pattern methodically dissolves, replaced by the textures and colors of its inhabitants. The skin morphs, mimicking the polished, bronze sheen of metal and the textured, fleshy tones of the organic tubes. The changes flow like a liquid algorithm until the chameleon becomes a seamless, living extension of the eerie architecture. As its body remains completely frozen, its conical, turret-like eyes move with unsettling independence: one slowly rotates, gazing directly into the camera with a cold, intelligent gleam, while the other swivels to scan the shadowy depths of the environment. The scene is illuminated by a single, harsh, cold-toned light from above, casting deep, dramatic shadows and creating sharp, specular highlights on metallic surfaces, defining an eerie, otherworldly atmosphere. The color palette is a desaturated mix of obsidian black, cold gray, and sickly ochre, creating a mood of claustrophobia and deep unease, as if the biological and the mechanical have merged into a nightmarish new form.", + "seed": 1988, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_12/index_9321_seed_1988_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10266695022583008, + "vlm_logprob": -0.10266695022583008, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.10266695022583008, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09031838923692703 + ], + "opposite_logprob_tokens": [ + -2.465318441390991 + ], + "logprob_reward": -0.09031838923692703, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09031838923692703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21251356601715088, + 0.09630317240953445, + 0.04887237399816513, + 0.0902525931596756, + 0.0897727832198143, + 0.023583663627505302, + 0.27114707231521606, + 0.036031030118465424, + 0.0541829988360405, + 0.07734070718288422 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.09031838923692703 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007648114114999771 + ], + "opposite_logprob_tokens": [ + -4.88264799118042 + ], + "logprob_reward": -0.007648114114999771, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007648114114999771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31448981165885925, + 0.08651747554540634, + 0.19038349390029907, + 0.0926816388964653, + 0.07167145609855652, + 0.03511980175971985, + 0.03937584534287453, + 0.040093809366226196, + 0.06305733323097229, + 0.06660930067300797 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.007648114114999771 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033724378794431686 + ], + "opposite_logprob_tokens": [ + -3.408724308013916 + ], + "logprob_reward": -0.033724378794431686, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033724378794431686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09262435138225555, + 0.17137494683265686, + 0.05800047889351845, + 0.04963508993387222, + 0.09688333421945572, + 0.21559536457061768, + 0.11587237566709518, + 0.056867312639951706, + 0.10281429439783096, + 0.04033242166042328 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.033724378794431686 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032854229211807 + ], + "opposite_logprob_tokens": [ + -2.3503284454345703 + ], + "logprob_reward": -0.10032854229211807, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032854229211807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1383468061685562, + 0.13007961213588715, + 0.11527369171380997, + 0.14723245799541473, + 0.15483665466308594, + 0.14852921664714813, + 0.06602759659290314, + 0.03118894062936306, + 0.04303250089287758, + 0.02545248717069626 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.10032854229211807 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Cape Pygmy Chameleon (Bradypodion pumilum) clinging to a structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a grotesque biomechanical structure made of cold ribbed metal pipes and translucent organic tubing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the chameleon's skin undergo a transformation where its natural pattern dissolves and is replaced by the textures of the surrounding metal and organic tubes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"While the chameleon's body remains motionless, do its conical turret-like eyes move independently to scan the environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single harsh cold-toned light from above, casting deep shadows and sharp specular highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28131532669067383 + ], + "opposite_logprob_tokens": [ + -1.4063153266906738 + ], + "logprob_reward": -0.28131532669067383, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28131532669067383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1674395352602005, + 0.14558035135269165, + 0.15852832794189453, + 0.035882432013750076, + 0.14206042885780334, + 0.08627724647521973, + 0.0788755938410759, + 0.07994344830513, + 0.07096953690052032, + 0.03444303199648857 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.28131532669067383 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_13/index_tensor([2349, 2349])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_13/index_tensor([2349, 2349])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..50fc467bf42a77cdaa97c2adf905c99ac3f00437 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_13/index_tensor([2349, 2349])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level close-up captures a dramatic confrontation between two large bullfrogs, rendered in the minimalist and highly expressive style of traditional Chinese ink painting. The scene unfolds against a stark off-white background, accented by the subtle fibrous texture of rice paper, creating a sense of concentrated intensity. In a display of dominance, one bullfrog adopts a powerful, grounded pose, its form defined by bold, wet strokes of deep black ink, depicting its muscular rump. Its throat pouch, bulging in defiance, is depicted in delicate, translucent light gray ink. The other frog retreats defensively, its body twisted into a tense arc, captured in a series of rapid, energetic, dry brushstrokes that convey frantic movement and struggle. At the center of the conflict, their powerful hind legs kick up a violent cloud of ink spray, exploding across the canvas in expressive, calligraphic splashes and dots, freezing the chaotic action with artistic precision. The monochromatic palette, ranging from the deepest black to aqua grey, contrasts with the pure white of the paper, creating a high-contrast, visually appealing atmosphere of raw, elegant conflict.", + "seed": 30172, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_13/index_2349_seed_30172_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01375370763707906, + "vlm_logprob": -0.01375370763707906, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.01375370763707906, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026592548936605453 + ], + "opposite_logprob_tokens": [ + -3.651592493057251 + ], + "logprob_reward": -0.026592548936605453, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026592548936605453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09183941036462784, + 0.13223662972450256, + 0.09351508319377899, + 0.04023865982890129, + 0.13710756599903107, + 0.11489608883857727, + 0.032897427678108215, + 0.08927880972623825, + 0.09655981510877609, + 0.1714305281639099 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.026592548936605453 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343872770667076 + ], + "opposite_logprob_tokens": [ + -3.651343822479248 + ], + "logprob_reward": -0.026343872770667076, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343872770667076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1740020513534546, + 0.07362822443246841, + 0.16626900434494019, + 0.07258635759353638, + 0.05967632681131363, + 0.07435621321201324, + 0.02535044588148594, + 0.14571137726306915, + 0.062477223575115204, + 0.14594274759292603 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.026343872770667076 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019412260735407472 + ], + "opposite_logprob_tokens": [ + -6.251941204071045 + ], + "logprob_reward": -0.0019412260735407472, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019412260735407472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2538315951824188, + 0.13967576622962952, + 0.04794803634285927, + 0.04542892053723335, + 0.09101775288581848, + 0.1185634583234787, + 0.025679966434836388, + 0.10124047100543976, + 0.0694674700498581, + 0.10714646428823471 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0019412260735407472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254150368273258 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254150368273258, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254150368273258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2632249891757965, + 0.09300873428583145, + 0.043678563088178635, + 0.13532191514968872, + 0.034205418080091476, + 0.07032062113285065, + 0.03718283027410507, + 0.10471928119659424, + 0.0980236828327179, + 0.12031394243240356 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.005254150368273258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636740036308765 + ], + "opposite_logprob_tokens": [ + -4.758636951446533 + ], + "logprob_reward": -0.008636740036308765, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636740036308765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17032767832279205, + 0.11639673262834549, + 0.1372746378183365, + 0.13147351145744324, + 0.11976166814565659, + 0.057789310812950134, + 0.02772829681634903, + 0.08774527907371521, + 0.0461752712726593, + 0.10532763600349426 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.008636740036308765 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures a dramatic confrontation between two large bullfrogs, rendered in the minimalist and highly expressive style of traditional Chinese ink painting. The scene unfolds against a stark off-white background, accented by the subtle fibrous texture of rice paper, creating a sense of concentrated intensity. In a display of dominance, one bullfrog adopts a powerful, grounded pose, its form defined by bold, wet strokes of deep black ink, depicting its muscular rump. Its throat pouch, bulging in defiance, is depicted in delicate, translucent light gray ink. The other frog retreats defensively, its body twisted into a tense arc, captured in a series of rapid, energetic, dry brushstrokes that convey frantic movement and struggle. At the center of the conflict, their powerful hind legs kick up a violent cloud of ink spray, exploding across the canvas in expressive, calligraphic splashes and dots, freezing the chaotic action with artistic precision. The monochromatic palette, ranging from the deepest black to aqua grey, contrasts with the pure white of the paper, creating a high-contrast, visually appealing atmosphere of raw, elegant conflict.", + "seed": 30173, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_13/index_2349_seed_30173_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01495086746290326, + "vlm_logprob": -0.01495086746290326, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.01495086746290326, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012929534539580345 + ], + "opposite_logprob_tokens": [ + -4.387929439544678 + ], + "logprob_reward": -0.012929534539580345, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012929534539580345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18296875059604645, + 0.07244563847780228, + 0.16276533901691437, + 0.10410821437835693, + 0.05741507187485695, + 0.06130421906709671, + 0.055426858365535736, + 0.05505814403295517, + 0.17889147996902466, + 0.06961628794670105 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.012929534539580345 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818426139652729 + ], + "opposite_logprob_tokens": [ + -4.018184185028076 + ], + "logprob_reward": -0.01818426139652729, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818426139652729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12012898176908493, + 0.0882830023765564, + 0.11243080347776413, + 0.17028604447841644, + 0.10351207107305527, + 0.07068935036659241, + 0.09673881530761719, + 0.028454801067709923, + 0.10028383880853653, + 0.10919229686260223 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.01818426139652729 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019397982396185398 + ], + "opposite_logprob_tokens": [ + -6.25193977355957 + ], + "logprob_reward": -0.0019397982396185398, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019397982396185398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10828125476837158, + 0.12586332857608795, + 0.0715290904045105, + 0.12374967336654663, + 0.21078410744667053, + 0.035130809992551804, + 0.06823151558637619, + 0.042144760489463806, + 0.049729086458683014, + 0.1645563393831253 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.0019397982396185398 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036149173974990845 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.0036149173974990845, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036149173974990845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11466693878173828, + 0.12112798541784286, + 0.06957585364580154, + 0.0781237855553627, + 0.11019331961870193, + 0.08929502964019775, + 0.21760500967502594, + 0.06079009920358658, + 0.05455528199672699, + 0.08406675606966019 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.0036149173974990845 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038085825741291046 + ], + "opposite_logprob_tokens": [ + -3.2880859375 + ], + "logprob_reward": -0.038085825741291046, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038085825741291046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14904357492923737, + 0.1512245088815689, + 0.14729294180870056, + 0.14950232207775116, + 0.07419583201408386, + 0.02823881059885025, + 0.07205528765916824, + 0.03090442344546318, + 0.08134279400110245, + 0.11619953066110611 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.038085825741291046 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures a dramatic confrontation between two large bullfrogs, rendered in the minimalist and highly expressive style of traditional Chinese ink painting. The scene unfolds against a stark off-white background, accented by the subtle fibrous texture of rice paper, creating a sense of concentrated intensity. In a display of dominance, one bullfrog adopts a powerful, grounded pose, its form defined by bold, wet strokes of deep black ink, depicting its muscular rump. Its throat pouch, bulging in defiance, is depicted in delicate, translucent light gray ink. The other frog retreats defensively, its body twisted into a tense arc, captured in a series of rapid, energetic, dry brushstrokes that convey frantic movement and struggle. At the center of the conflict, their powerful hind legs kick up a violent cloud of ink spray, exploding across the canvas in expressive, calligraphic splashes and dots, freezing the chaotic action with artistic precision. The monochromatic palette, ranging from the deepest black to aqua grey, contrasts with the pure white of the paper, creating a high-contrast, visually appealing atmosphere of raw, elegant conflict.", + "seed": 30174, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_13/index_2349_seed_30174_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.006833557458594442, + "vlm_logprob": -0.006833557458594442, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.006833557458594442, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01657114550471306 + ], + "opposite_logprob_tokens": [ + -4.141571044921875 + ], + "logprob_reward": -0.01657114550471306, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01657114550471306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2986432611942291, + 0.08764384686946869, + 0.06987393647432327, + 0.06796782463788986, + 0.06489907205104828, + 0.04744596779346466, + 0.04973483085632324, + 0.061300650238990784, + 0.0605970099568367, + 0.19189360737800598 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.01657114550471306 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954147316515446 + ], + "opposite_logprob_tokens": [ + -5.130954265594482 + ], + "logprob_reward": -0.005954147316515446, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954147316515446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10867247730493546, + 0.0645810216665268, + 0.09385979920625687, + 0.30563539266586304, + 0.06761442869901657, + 0.047397974878549576, + 0.03278823569417, + 0.022913862019777298, + 0.1783720850944519, + 0.07816468924283981 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.005954147316515446 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319446949288249 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.00319446949288249, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319446949288249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.252204567193985, + 0.05296766757965088, + 0.040879737585783005, + 0.3578084409236908, + 0.08646629005670547, + 0.034022971987724304, + 0.015288266353309155, + 0.03322143852710724, + 0.06618698686361313, + 0.06095365062355995 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.00319446949288249 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254624877125025 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.005254624877125025, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254624877125025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07586304098367691, + 0.0371076874434948, + 0.05403875932097435, + 0.1620621383190155, + 0.13908587396144867, + 0.07168461382389069, + 0.036548398435115814, + 0.035334933549165726, + 0.10726428031921387, + 0.2810102701187134 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.005254624877125025 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003193400101736188 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.003193400101736188, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003193400101736188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10224573314189911, + 0.045502521097660065, + 0.09039478749036789, + 0.4919872283935547, + 0.06403329968452454, + 0.02790825255215168, + 0.015810715034604073, + 0.033989958465099335, + 0.03557437285780907, + 0.09255316853523254 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.003193400101736188 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up captures a dramatic confrontation between two large bullfrogs, rendered in the minimalist and highly expressive style of traditional Chinese ink painting. The scene unfolds against a stark off-white background, accented by the subtle fibrous texture of rice paper, creating a sense of concentrated intensity. In a display of dominance, one bullfrog adopts a powerful, grounded pose, its form defined by bold, wet strokes of deep black ink, depicting its muscular rump. Its throat pouch, bulging in defiance, is depicted in delicate, translucent light gray ink. The other frog retreats defensively, its body twisted into a tense arc, captured in a series of rapid, energetic, dry brushstrokes that convey frantic movement and struggle. At the center of the conflict, their powerful hind legs kick up a violent cloud of ink spray, exploding across the canvas in expressive, calligraphic splashes and dots, freezing the chaotic action with artistic precision. The monochromatic palette, ranging from the deepest black to aqua grey, contrasts with the pure white of the paper, creating a high-contrast, visually appealing atmosphere of raw, elegant conflict.", + "seed": 30175, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_13/index_2349_seed_30175_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.006094246869906783, + "vlm_logprob": -0.006094246869906783, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.006094246869906783, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011340208351612091 + ], + "opposite_logprob_tokens": [ + -4.511340141296387 + ], + "logprob_reward": -0.011340208351612091, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011340208351612091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16640745103359222, + 0.0747552216053009, + 0.06281359493732452, + 0.05412103980779648, + 0.05491309240460396, + 0.098497673869133, + 0.06115327775478363, + 0.12036921828985214, + 0.05382510647177696, + 0.2531443238258362 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.011340208351612091 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951540544629097 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.005951540544629097, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951540544629097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23391716182231903, + 0.022146694362163544, + 0.06490180641412735, + 0.03317117318511009, + 0.034567367285490036, + 0.057511866092681885, + 0.020966075360774994, + 0.0575675293803215, + 0.06433272361755371, + 0.41091760993003845 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.005951540544629097 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003616936504840851 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.003616936504840851, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003616936504840851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3699812591075897, + 0.03738429769873619, + 0.028229782357811928, + 0.03598179295659065, + 0.06781325489282608, + 0.040967170149087906, + 0.05145338922739029, + 0.18729355931282043, + 0.07462158799171448, + 0.10627389699220657 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.003616936504840851 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036157488357275724 + ], + "opposite_logprob_tokens": [ + -5.628615856170654 + ], + "logprob_reward": -0.0036157488357275724, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036157488357275724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13957907259464264, + 0.05667497217655182, + 0.15080851316452026, + 0.04994279146194458, + 0.035680074244737625, + 0.1354857087135315, + 0.07456944137811661, + 0.0806310623884201, + 0.07418397068977356, + 0.2024444043636322 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.0036157488357275724 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two large bullfrogs visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style consistent with traditional Chinese ink painting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background stark off-white with a subtle fibrous rice paper texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bullfrogs' hind legs kick up a cloud of ink spray with calligraphic splashes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette monochromatic, ranging from deep black to aqua grey?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946800112724304 + ], + "opposite_logprob_tokens": [ + -5.130946636199951 + ], + "logprob_reward": -0.005946800112724304, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946800112724304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2660021185874939, + 0.10992441326379776, + 0.06911427527666092, + 0.09669996798038483, + 0.05005078762769699, + 0.06208004802465439, + 0.03881906718015671, + 0.09534875303506851, + 0.14259688556194305, + 0.06936369091272354 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.005946800112724304 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_14/index_tensor([3262, 3262])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_14/index_tensor([3262, 3262])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d44b5c78e0dfc321ad45b28477f99705eaae0fa5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_14/index_tensor([3262, 3262])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot captures a scene rendered in a somber, painterly style characterized by thick, visible impasto and heavy, dark pigment. At the center of the painting, a gnarled, twisted tree root, like a small, emaciated human figure, is half-swallowed by an oppressive, inky shadow. A cold, directional light sweeps across its upper portion, highlighting the sheen of oil on its fibrous, bark-like texture and the intricate knots that suggest rough joints and a bowed head. The figure's lower half disappears into an impenetrable darkness, creating a dramatic effect of chiaroscuro. The root form is not static; it subtly contracts and oscillates with a slow, rhythmic pulse, its form viscerally trembling, as if breathing. This tiny, steady movement—a slight inward pull followed by a gentle sway—transforms the still life into a deeply unsettling and melancholic spectacle, a living sculpture that seems to breathe within the suffocating painted darkness.", + "seed": 20823, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_14/index_3262_seed_20823_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02662744475528598, + "vlm_logprob": -0.02662744475528598, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.02662744475528598, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06872966885566711 + ], + "opposite_logprob_tokens": [ + -2.9437296390533447 + ], + "logprob_reward": -0.06872966885566711, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06872966885566711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1439436972141266, + 0.055242884904146194, + 0.0925624892115593, + 0.05896979570388794, + 0.058316003531217575, + 0.026758043095469475, + 0.10676871240139008, + 0.05935473367571831, + 0.1847548931837082, + 0.21332871913909912 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.06872966885566711 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023321032524108887 + ], + "opposite_logprob_tokens": [ + -3.7733211517333984 + ], + "logprob_reward": -0.023321032524108887, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023321032524108887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2370169311761856, + 0.19413095712661743, + 0.15147730708122253, + 0.081595279276371, + 0.04233558848500252, + 0.03740769624710083, + 0.07752697169780731, + 0.0661810040473938, + 0.06641306728124619, + 0.04591522365808487 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.023321032524108887 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015160269103944302 + ], + "opposite_logprob_tokens": [ + -6.501515865325928 + ], + "logprob_reward": -0.0015160269103944302, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015160269103944302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23532749712467194, + 0.14506827294826508, + 0.10060498118400574, + 0.11073283851146698, + 0.078090600669384, + 0.039790358394384384, + 0.06599657982587814, + 0.03293006867170334, + 0.0946551188826561, + 0.09680366516113281 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0015160269103944302 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782588109374046 + ], + "opposite_logprob_tokens": [ + -4.634782791137695 + ], + "logprob_reward": -0.009782588109374046, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782588109374046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10506203770637512, + 0.09320089221000671, + 0.18417498469352722, + 0.1334458291530609, + 0.07813604921102524, + 0.04704546928405762, + 0.0499764159321785, + 0.03853248059749603, + 0.16240549087524414, + 0.10802029818296432 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.009782588109374046 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029787907376885414 + ], + "opposite_logprob_tokens": [ + -3.529788017272949 + ], + "logprob_reward": -0.029787907376885414, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029787907376885414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1209966242313385, + 0.05515916645526886, + 0.03783131763339043, + 0.03730675205588341, + 0.19889993965625763, + 0.12404162436723709, + 0.12120139598846436, + 0.08946054428815842, + 0.1396634727716446, + 0.0754391998052597 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.029787907376885414 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot captures a scene rendered in a somber, painterly style characterized by thick, visible impasto and heavy, dark pigment. At the center of the painting, a gnarled, twisted tree root, like a small, emaciated human figure, is half-swallowed by an oppressive, inky shadow. A cold, directional light sweeps across its upper portion, highlighting the sheen of oil on its fibrous, bark-like texture and the intricate knots that suggest rough joints and a bowed head. The figure's lower half disappears into an impenetrable darkness, creating a dramatic effect of chiaroscuro. The root form is not static; it subtly contracts and oscillates with a slow, rhythmic pulse, its form viscerally trembling, as if breathing. This tiny, steady movement—a slight inward pull followed by a gentle sway—transforms the still life into a deeply unsettling and melancholic spectacle, a living sculpture that seems to breathe within the suffocating painted darkness.", + "seed": 20824, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_14/index_3262_seed_20824_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.025545251579023896, + "vlm_logprob": -0.025545251579023896, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.025545251579023896, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04603611305356026 + ], + "opposite_logprob_tokens": [ + -3.4210360050201416 + ], + "logprob_reward": -0.04603611305356026, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04603611305356026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2187415063381195, + 0.07228109985589981, + 0.06758300960063934, + 0.041642218828201294, + 0.06917974352836609, + 0.08585631102323532, + 0.09571726620197296, + 0.14232243597507477, + 0.16127946972846985, + 0.04539699852466583 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.04603611305356026 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638009935617447 + ], + "opposite_logprob_tokens": [ + -3.6513800621032715 + ], + "logprob_reward": -0.02638009935617447, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638009935617447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34417450428009033, + 0.14580385386943817, + 0.04379531741142273, + 0.03749905899167061, + 0.09036406874656677, + 0.07091917097568512, + 0.05515372008085251, + 0.05452156439423561, + 0.09399475157260895, + 0.063773974776268 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.02638009935617447 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011840007500723004 + ], + "opposite_logprob_tokens": [ + -6.751183986663818 + ], + "logprob_reward": -0.0011840007500723004, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011840007500723004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15667064487934113, + 0.06293603777885437, + 0.030271271243691444, + 0.04707646742463112, + 0.05710780620574951, + 0.33631908893585205, + 0.15838970243930817, + 0.02804557979106903, + 0.04157590866088867, + 0.08160749077796936 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.0011840007500723004 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074976995587349 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011074976995587349, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074976995587349, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19284681975841522, + 0.17538271844387054, + 0.0700426697731018, + 0.04729054123163223, + 0.05197186395525932, + 0.1411028951406479, + 0.08700215816497803, + 0.07784035801887512, + 0.0822891891002655, + 0.07423082739114761 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.011074976995587349 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305106773972511 + ], + "opposite_logprob_tokens": [ + -3.16805100440979 + ], + "logprob_reward": -0.04305106773972511, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305106773972511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07705193758010864, + 0.03915845602750778, + 0.0474502332508564, + 0.04241388291120529, + 0.09716738015413284, + 0.14647038280963898, + 0.16995321214199066, + 0.14720244705677032, + 0.21178898215293884, + 0.021343065425753593 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.04305106773972511 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot captures a scene rendered in a somber, painterly style characterized by thick, visible impasto and heavy, dark pigment. At the center of the painting, a gnarled, twisted tree root, like a small, emaciated human figure, is half-swallowed by an oppressive, inky shadow. A cold, directional light sweeps across its upper portion, highlighting the sheen of oil on its fibrous, bark-like texture and the intricate knots that suggest rough joints and a bowed head. The figure's lower half disappears into an impenetrable darkness, creating a dramatic effect of chiaroscuro. The root form is not static; it subtly contracts and oscillates with a slow, rhythmic pulse, its form viscerally trembling, as if breathing. This tiny, steady movement—a slight inward pull followed by a gentle sway—transforms the still life into a deeply unsettling and melancholic spectacle, a living sculpture that seems to breathe within the suffocating painted darkness.", + "seed": 20825, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_14/index_3262_seed_20825_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.028161172731779517, + "vlm_logprob": -0.028161172731779517, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.028161172731779517, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03092516027390957 + ], + "opposite_logprob_tokens": [ + -3.6559252738952637 + ], + "logprob_reward": -0.03092516027390957, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03092516027390957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1310764104127884, + 0.053531818091869354, + 0.06680506467819214, + 0.10728961229324341, + 0.17986612021923065, + 0.07692231982946396, + 0.11613846570253372, + 0.04237465187907219, + 0.09002100676298141, + 0.13597454130649567 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.03092516027390957 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207898259162903 + ], + "opposite_logprob_tokens": [ + -2.8120789527893066 + ], + "logprob_reward": -0.06207898259162903, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207898259162903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.154140442609787, + 0.1089659258723259, + 0.07528574019670486, + 0.06084202975034714, + 0.36063137650489807, + 0.08244004845619202, + 0.03486181050539017, + 0.021861501038074493, + 0.04810243099927902, + 0.05286866053938866 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.06207898259162903 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019444384379312396 + ], + "opposite_logprob_tokens": [ + -6.251944541931152 + ], + "logprob_reward": -0.0019444384379312396, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019444384379312396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1733989715576172, + 0.14267988502979279, + 0.07963839173316956, + 0.1602928787469864, + 0.20601166784763336, + 0.0938151404261589, + 0.03303541988134384, + 0.02150689996778965, + 0.0422961488366127, + 0.0473245233297348 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.0019444384379312396 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606578752398491 + ], + "opposite_logprob_tokens": [ + -4.14106559753418 + ], + "logprob_reward": -0.01606578752398491, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606578752398491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13480478525161743, + 0.12733331322669983, + 0.11288030445575714, + 0.17537812888622284, + 0.09418269991874695, + 0.08563835173845291, + 0.06846516579389572, + 0.03528203070163727, + 0.10378216207027435, + 0.062253065407276154 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.01606578752398491 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029791494831442833 + ], + "opposite_logprob_tokens": [ + -3.5297915935516357 + ], + "logprob_reward": -0.029791494831442833, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029791494831442833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0859321653842926, + 0.050715573132038116, + 0.03519805893301964, + 0.06224210560321808, + 0.22489477694034576, + 0.13317091763019562, + 0.06629162281751633, + 0.06732232123613358, + 0.2308983951807022, + 0.04333413764834404 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.029791494831442833 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot captures a scene rendered in a somber, painterly style characterized by thick, visible impasto and heavy, dark pigment. At the center of the painting, a gnarled, twisted tree root, like a small, emaciated human figure, is half-swallowed by an oppressive, inky shadow. A cold, directional light sweeps across its upper portion, highlighting the sheen of oil on its fibrous, bark-like texture and the intricate knots that suggest rough joints and a bowed head. The figure's lower half disappears into an impenetrable darkness, creating a dramatic effect of chiaroscuro. The root form is not static; it subtly contracts and oscillates with a slow, rhythmic pulse, its form viscerally trembling, as if breathing. This tiny, steady movement—a slight inward pull followed by a gentle sway—transforms the still life into a deeply unsettling and melancholic spectacle, a living sculpture that seems to breathe within the suffocating painted darkness.", + "seed": 20826, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_14/index_3262_seed_20826_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0693137657130137, + "vlm_logprob": -0.0693137657130137, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.0693137657130137, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12222068756818771 + ], + "opposite_logprob_tokens": [ + -2.247220754623413 + ], + "logprob_reward": -0.12222068756818771, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12222068756818771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12916669249534607, + 0.08327493816614151, + 0.13901926577091217, + 0.06243908777832985, + 0.04621172696352005, + 0.30316269397735596, + 0.029013561084866524, + 0.06088223308324814, + 0.04789494723081589, + 0.09893486648797989 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.12222068756818771 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902094721794128 + ], + "opposite_logprob_tokens": [ + -2.5790209770202637 + ], + "logprob_reward": -0.07902094721794128, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902094721794128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38419973850250244, + 0.134560689330101, + 0.06474129855632782, + 0.03614570200443268, + 0.12056207656860352, + 0.08617093414068222, + 0.04374871402978897, + 0.06437312066555023, + 0.025182804092764854, + 0.040314942598342896 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.07902094721794128 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013410394312813878 + ], + "opposite_logprob_tokens": [ + -6.626340866088867 + ], + "logprob_reward": -0.0013410394312813878, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013410394312813878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1333191990852356, + 0.11084643006324768, + 0.13167190551757812, + 0.088409423828125, + 0.09889231622219086, + 0.18834315240383148, + 0.10157576948404312, + 0.060225509107112885, + 0.021445415914058685, + 0.06527083367109299 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.0013410394312813878 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903750032186508 + ], + "opposite_logprob_tokens": [ + -2.4640374183654785 + ], + "logprob_reward": -0.08903750032186508, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903750032186508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13829511404037476, + 0.0800948366522789, + 0.1576305478811264, + 0.07084928452968597, + 0.06717795878648758, + 0.22946174442768097, + 0.028459332883358, + 0.1523405760526657, + 0.055773306638002396, + 0.019917335361242294 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.08903750032186508 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up with a static camera?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style painterly with thick, visible impasto and heavy dark pigment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central subject a gnarled, twisted tree root resembling an emaciated human figure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a cold, directional light sweeping across the subject to highlight oil sheen and bark texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the root form exhibit a slow, rhythmic pulse with subtle inward pulling and swaying motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054948654025793076 + ], + "opposite_logprob_tokens": [ + -2.929948568344116 + ], + "logprob_reward": -0.054948654025793076, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054948654025793076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11250384151935577, + 0.04149191081523895, + 0.10968102514743805, + 0.07893628627061844, + 0.24070456624031067, + 0.1639866977930069, + 0.016243094578385353, + 0.16288648545742035, + 0.053043656051158905, + 0.020522434264421463 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.054948654025793076 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_15/index_tensor([626, 626])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_15/index_tensor([626, 626])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1f0ac11a9d23c7d13b946ac11274ffdd2dedc8d4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_15/index_tensor([626, 626])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level close-up, with a very shallow depth of field, initially holds razor-sharp focus on a single, magnificent sunflower in the immediate foreground. Its vibrant golden-yellow petals, each with a delicate, paper-like texture gently curling at the tip, frame a dark, velvety brown center composed of intricate, spiraling seeds. The entire flower head is bathed in the warm, soft afternoon sun, the fine hairs on its dense green stem shimmering in the sunlight. Then, in a smooth and deliberate rack-focus effect, the sharpness of the point gracefully transitions; as the focus pulls back, the sunflower dissolves into a soft, luminous sphere of color, neatly revealing a weathered wooden painter's easel standing a few feet behind it. The easel holds a canvas, its surface awash in bold, impressionistic brushstrokes. Thick, textured cadmium yellow, emerald green, and azure blue artfully mimic the scene, capturing its essence. Throughout the shot, the distant background remains a dreamy, pastel color – the endless field of sunflowers is rendered in a creamy bokeh of yellows and greens, meeting the pale blue sky at the horizon, creating an extremely serene and contemplative atmosphere, capturing a quiet moment of artistic interpretation in nature.", + "seed": 13191, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_15/index_626_seed_13191_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.034136930899694565, + "vlm_logprob": -0.034136930899694565, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.034136930899694565, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02210618555545807 + ], + "opposite_logprob_tokens": [ + -3.897106170654297 + ], + "logprob_reward": -0.02210618555545807, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02210618555545807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2585354745388031, + 0.10363476723432541, + 0.09766503423452377, + 0.15757808089256287, + 0.11319657415151596, + 0.022951452061533928, + 0.018599120900034904, + 0.03488815575838089, + 0.01814182475209236, + 0.1748095601797104 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.02210618555545807 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549793466925621 + ], + "opposite_logprob_tokens": [ + -2.9299793243408203 + ], + "logprob_reward": -0.0549793466925621, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549793466925621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5095275640487671, + 0.09606341272592545, + 0.10262306034564972, + 0.035672876983881, + 0.06127804145216942, + 0.03134249895811081, + 0.04002009332180023, + 0.035074859857559204, + 0.03462403640151024, + 0.053773533552885056 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0549793466925621 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905985206365585 + ], + "opposite_logprob_tokens": [ + -2.464059829711914 + ], + "logprob_reward": -0.08905985206365585, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905985206365585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11158639937639236, + 0.2602710425853729, + 0.04448709636926651, + 0.08208151906728745, + 0.08544161915779114, + 0.04389721527695656, + 0.12376412004232407, + 0.09254676848649979, + 0.08336079865694046, + 0.07256345450878143 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.08905985206365585 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028254371136426926 + ], + "opposite_logprob_tokens": [ + -5.8778252601623535 + ], + "logprob_reward": -0.0028254371136426926, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028254371136426926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06534881889820099, + 0.18851864337921143, + 0.06661619246006012, + 0.036559127271175385, + 0.09369085729122162, + 0.07284078747034073, + 0.12859395146369934, + 0.13639718294143677, + 0.08452147990465164, + 0.12691296637058258 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.0028254371136426926 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017138330731540918 + ], + "opposite_logprob_tokens": [ + -6.376713752746582 + ], + "logprob_reward": -0.0017138330731540918, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017138330731540918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7511724829673767, + 0.015944233164191246, + 0.027634011581540108, + 0.012282639741897583, + 0.040456321090459824, + 0.01506295520812273, + 0.00860104151070118, + 0.058525096625089645, + 0.015468116849660873, + 0.054853182286024094 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0017138330731540918 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up, with a very shallow depth of field, initially holds razor-sharp focus on a single, magnificent sunflower in the immediate foreground. Its vibrant golden-yellow petals, each with a delicate, paper-like texture gently curling at the tip, frame a dark, velvety brown center composed of intricate, spiraling seeds. The entire flower head is bathed in the warm, soft afternoon sun, the fine hairs on its dense green stem shimmering in the sunlight. Then, in a smooth and deliberate rack-focus effect, the sharpness of the point gracefully transitions; as the focus pulls back, the sunflower dissolves into a soft, luminous sphere of color, neatly revealing a weathered wooden painter's easel standing a few feet behind it. The easel holds a canvas, its surface awash in bold, impressionistic brushstrokes. Thick, textured cadmium yellow, emerald green, and azure blue artfully mimic the scene, capturing its essence. Throughout the shot, the distant background remains a dreamy, pastel color – the endless field of sunflowers is rendered in a creamy bokeh of yellows and greens, meeting the pale blue sky at the horizon, creating an extremely serene and contemplative atmosphere, capturing a quiet moment of artistic interpretation in nature.", + "seed": 13192, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_15/index_626_seed_13192_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.018805935699492692, + "vlm_logprob": -0.018805935699492692, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.018805935699492692, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014270750805735588 + ], + "opposite_logprob_tokens": [ + -4.389270782470703 + ], + "logprob_reward": -0.014270750805735588, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014270750805735588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04708654060959816, + 0.10998599231243134, + 0.06586907804012299, + 0.03923602029681206, + 0.06440296769142151, + 0.028643792495131493, + 0.11054819077253342, + 0.05276017263531685, + 0.17424863576889038, + 0.30721864104270935 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.014270750805735588 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637348137795925 + ], + "opposite_logprob_tokens": [ + -3.6513733863830566 + ], + "logprob_reward": -0.02637348137795925, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637348137795925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08174977451562881, + 0.07269671559333801, + 0.13996492326259613, + 0.0850476324558258, + 0.058119263499975204, + 0.1283491998910904, + 0.04822386056184769, + 0.1240331158041954, + 0.035775959491729736, + 0.2260395735502243 + ], + "top_frames": [ + 9, + 2, + 5 + ], + "selected_reward": -0.02637348137795925 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866567999124527 + ], + "opposite_logprob_tokens": [ + -3.048665761947632 + ], + "logprob_reward": -0.04866567999124527, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866567999124527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04790709167718887, + 0.04449791833758354, + 0.08246519416570663, + 0.05183852091431618, + 0.03158542141318321, + 0.08424656838178635, + 0.08320464193820953, + 0.24490754306316376, + 0.08622466772794724, + 0.2431223839521408 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.04866567999124527 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003203025320544839 + ], + "opposite_logprob_tokens": [ + -5.75320291519165 + ], + "logprob_reward": -0.003203025320544839, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003203025320544839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09951480478048325, + 0.09675569832324982, + 0.08310383558273315, + 0.12965020537376404, + 0.08343591541051865, + 0.12534040212631226, + 0.03186304122209549, + 0.0540451742708683, + 0.14125345647335052, + 0.15503741800785065 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.003203025320544839 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015167410019785166 + ], + "opposite_logprob_tokens": [ + -6.501516819000244 + ], + "logprob_reward": -0.0015167410019785166, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015167410019785166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07371542602777481, + 0.17848175764083862, + 0.16484621167182922, + 0.0455620102584362, + 0.09832384437322617, + 0.0850871354341507, + 0.03337996453046799, + 0.02198806218802929, + 0.11087208986282349, + 0.18774351477622986 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.0015167410019785166 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up, with a very shallow depth of field, initially holds razor-sharp focus on a single, magnificent sunflower in the immediate foreground. Its vibrant golden-yellow petals, each with a delicate, paper-like texture gently curling at the tip, frame a dark, velvety brown center composed of intricate, spiraling seeds. The entire flower head is bathed in the warm, soft afternoon sun, the fine hairs on its dense green stem shimmering in the sunlight. Then, in a smooth and deliberate rack-focus effect, the sharpness of the point gracefully transitions; as the focus pulls back, the sunflower dissolves into a soft, luminous sphere of color, neatly revealing a weathered wooden painter's easel standing a few feet behind it. The easel holds a canvas, its surface awash in bold, impressionistic brushstrokes. Thick, textured cadmium yellow, emerald green, and azure blue artfully mimic the scene, capturing its essence. Throughout the shot, the distant background remains a dreamy, pastel color – the endless field of sunflowers is rendered in a creamy bokeh of yellows and greens, meeting the pale blue sky at the horizon, creating an extremely serene and contemplative atmosphere, capturing a quiet moment of artistic interpretation in nature.", + "seed": 13193, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_15/index_626_seed_13193_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.030613431450910868, + "vlm_logprob": -0.030613431450910868, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.030613431450910868, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01615411788225174 + ], + "opposite_logprob_tokens": [ + -4.2661542892456055 + ], + "logprob_reward": -0.01615411788225174, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01615411788225174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1211213767528534, + 0.09478164464235306, + 0.04885857179760933, + 0.10577560216188431, + 0.09333895891904831, + 0.1540287286043167, + 0.07045663148164749, + 0.0986982062458992, + 0.14758385717868805, + 0.06535646319389343 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.01615411788225174 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207069382071495 + ], + "opposite_logprob_tokens": [ + -2.812070608139038 + ], + "logprob_reward": -0.06207069382071495, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207069382071495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03463578224182129, + 0.07946684956550598, + 0.023552412167191505, + 0.03237747400999069, + 0.03927251696586609, + 0.027500296011567116, + 0.08651720732450485, + 0.14438799023628235, + 0.4516895115375519, + 0.08059998601675034 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.06207069382071495 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003737986087799 + ], + "opposite_logprob_tokens": [ + -2.695037364959717 + ], + "logprob_reward": -0.07003737986087799, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003737986087799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037900932133197784, + 0.02282865345478058, + 0.025355346500873566, + 0.03865450993180275, + 0.04776119068264961, + 0.04116496816277504, + 0.0686962753534317, + 0.15645354986190796, + 0.3653256595134735, + 0.1958589255809784 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.07003737986087799 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036251323763281107 + ], + "opposite_logprob_tokens": [ + -5.62862491607666 + ], + "logprob_reward": -0.0036251323763281107, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036251323763281107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1490257829427719, + 0.07090409100055695, + 0.09626652300357819, + 0.06543035060167313, + 0.1315344274044037, + 0.1388828605413437, + 0.14476849138736725, + 0.10633190721273422, + 0.05248584225773811, + 0.04436972737312317 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.0036251323763281107 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011798333143815398 + ], + "opposite_logprob_tokens": [ + -6.7511796951293945 + ], + "logprob_reward": -0.0011798333143815398, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011798333143815398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29924848675727844, + 0.14907169342041016, + 0.0612046979367733, + 0.08066269755363464, + 0.027634387835860252, + 0.054027311503887177, + 0.10506033152341843, + 0.09096132218837738, + 0.06428226828575134, + 0.06784676760435104 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0011798333143815398 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up, with a very shallow depth of field, initially holds razor-sharp focus on a single, magnificent sunflower in the immediate foreground. Its vibrant golden-yellow petals, each with a delicate, paper-like texture gently curling at the tip, frame a dark, velvety brown center composed of intricate, spiraling seeds. The entire flower head is bathed in the warm, soft afternoon sun, the fine hairs on its dense green stem shimmering in the sunlight. Then, in a smooth and deliberate rack-focus effect, the sharpness of the point gracefully transitions; as the focus pulls back, the sunflower dissolves into a soft, luminous sphere of color, neatly revealing a weathered wooden painter's easel standing a few feet behind it. The easel holds a canvas, its surface awash in bold, impressionistic brushstrokes. Thick, textured cadmium yellow, emerald green, and azure blue artfully mimic the scene, capturing its essence. Throughout the shot, the distant background remains a dreamy, pastel color – the endless field of sunflowers is rendered in a creamy bokeh of yellows and greens, meeting the pale blue sky at the horizon, creating an extremely serene and contemplative atmosphere, capturing a quiet moment of artistic interpretation in nature.", + "seed": 13194, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_15/index_626_seed_13194_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01026151564437896, + "vlm_logprob": -0.01026151564437896, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.01026151564437896, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01614966057240963 + ], + "opposite_logprob_tokens": [ + -4.266149520874023 + ], + "logprob_reward": -0.01614966057240963, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01614966057240963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06266872584819794, + 0.07323990762233734, + 0.18104490637779236, + 0.08862372487783432, + 0.060153137892484665, + 0.051185403019189835, + 0.2995832860469818, + 0.05450096353888512, + 0.07289672642946243, + 0.0561031699180603 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.01614966057240963 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020602276548743248 + ], + "opposite_logprob_tokens": [ + -3.895602226257324 + ], + "logprob_reward": -0.020602276548743248, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020602276548743248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10607656091451645, + 0.08955416828393936, + 0.08458313345909119, + 0.10693472623825073, + 0.07075610011816025, + 0.033831216394901276, + 0.30547934770584106, + 0.046658437699079514, + 0.053057074546813965, + 0.10306922346353531 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.020602276548743248 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786837734282017 + ], + "opposite_logprob_tokens": [ + -4.634786605834961 + ], + "logprob_reward": -0.009786837734282017, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786837734282017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0342869758605957, + 0.022987747564911842, + 0.11548261344432831, + 0.05580383539199829, + 0.03158183768391609, + 0.04642404243350029, + 0.039640095084905624, + 0.05062256008386612, + 0.18299536406993866, + 0.4201749265193939 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.009786837734282017 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028271013870835304 + ], + "opposite_logprob_tokens": [ + -5.877827167510986 + ], + "logprob_reward": -0.0028271013870835304, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028271013870835304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09480690956115723, + 0.0319327712059021, + 0.07833605259656906, + 0.09725630283355713, + 0.024730224162340164, + 0.06071196869015694, + 0.2985430657863617, + 0.08709246665239334, + 0.14816947281360626, + 0.0784207358956337 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.0028271013870835304 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a static, eye-level close-up of a single sunflower in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature a smooth rack-focus transition where the sunflower dissolves into a soft sphere of color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a weathered wooden painter's easel with a canvas holding impressionistic brushstrokes visible after the focus shift?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a creamy bokeh of yellow and green sunflowers meeting a pale blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sunflower depicted with vibrant golden-yellow petals and a dark, velvety brown center?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019417019793763757 + ], + "opposite_logprob_tokens": [ + -6.251941680908203 + ], + "logprob_reward": -0.0019417019793763757, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019417019793763757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1368289440870285, + 0.3154270350933075, + 0.03598792105913162, + 0.07410407066345215, + 0.039755627512931824, + 0.03176338970661163, + 0.04213441163301468, + 0.25128817558288574, + 0.027344495058059692, + 0.04536591097712517 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.0019417019793763757 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_2/index_tensor([5690, 5690])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_2/index_tensor([5690, 5690])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ad2edfd514f8cbd23274bf1b3b3c7a1489e4d63b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_2/index_tensor([5690, 5690])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium close-up captures an intimate and tense moment in a luxurious dressing room. A tall, statuesque woman with her sleek, raven-black hair pulled into a tight, high ponytail stands beside a shorter woman seated on a velvet stool. The tall woman, clad in an exquisite sleeveless black satin gown, exudes a calm authority in her posture. She is completely focused, one hand firmly and deliberately cupping the shorter woman's chin while the other carefully applies vibrant pale red lipstick to her lips. The shorter woman, with soft, wavy blonde hair and a simple cream silk blouse, looks up with a mixture of fear and resignation, her body tense. The background softly blurs, revealing a large vanity mirror framed by warm, glowing Hollywood-style bulbs, casting a soft golden light across the scene, creating delicate highlights on their skin and the glossy tube of lipstick. After completing the final stroke, the tall woman steps back, her expression shifting from concentration to calm scrutiny. She gave a curt, critical nod, then dismissed the smaller woman with a swift, decisive wave of her hand, a flick of her wrist that was both elegant and final, breaking eye contact as she shifted her focus, leaving behind a thick atmosphere of unspoken hierarchy and aloof control.", + "seed": 6957, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_2/index_5690_seed_6957_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07487632906995714, + "vlm_logprob": -0.07487632906995714, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.07487632906995714, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1629338264465332 + ], + "opposite_logprob_tokens": [ + -2.537933826446533 + ], + "logprob_reward": -0.1629338264465332, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.1629338264465332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04371684044599533, + 0.14447884261608124, + 0.1794494390487671, + 0.15518908202648163, + 0.057979825884103775, + 0.056258782744407654, + 0.07712780684232712, + 0.10714945942163467, + 0.14063765108585358, + 0.03801220282912254 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.1629338264465332 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011117419227957726 + ], + "opposite_logprob_tokens": [ + -4.511117458343506 + ], + "logprob_reward": -0.011117419227957726, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011117419227957726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053963225334882736, + 0.08126434683799744, + 0.07805386185646057, + 0.1018204316496849, + 0.03795161843299866, + 0.10529199987649918, + 0.09599272161722183, + 0.20840539038181305, + 0.17960886657238007, + 0.05764755606651306 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.011117419227957726 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710894644260406 + ], + "opposite_logprob_tokens": [ + -2.1271090507507324 + ], + "logprob_reward": -0.12710894644260406, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710894644260406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.107463538646698, + 0.1750102937221527, + 0.09274276345968246, + 0.22744300961494446, + 0.04321735352277756, + 0.059013914316892624, + 0.041169557720422745, + 0.12371742725372314, + 0.09050479531288147, + 0.03971732407808304 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.12710894644260406 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031953013967722654 + ], + "opposite_logprob_tokens": [ + -5.753195285797119 + ], + "logprob_reward": -0.0031953013967722654, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031953013967722654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2588041126728058, + 0.09997516870498657, + 0.07302922755479813, + 0.0908067375421524, + 0.06776783615350723, + 0.08878649771213531, + 0.05077919363975525, + 0.11581791937351227, + 0.07347555458545685, + 0.08075780421495438 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0031953013967722654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002615183591843 + ], + "opposite_logprob_tokens": [ + -2.695026159286499 + ], + "logprob_reward": -0.07002615183591843, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002615183591843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025894753634929657, + 0.08005182445049286, + 0.04053586721420288, + 0.14308181405067444, + 0.026221144944429398, + 0.037925127893686295, + 0.08253146708011627, + 0.22890704870224, + 0.32618609070777893, + 0.008664886467158794 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.07002615183591843 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures an intimate and tense moment in a luxurious dressing room. A tall, statuesque woman with her sleek, raven-black hair pulled into a tight, high ponytail stands beside a shorter woman seated on a velvet stool. The tall woman, clad in an exquisite sleeveless black satin gown, exudes a calm authority in her posture. She is completely focused, one hand firmly and deliberately cupping the shorter woman's chin while the other carefully applies vibrant pale red lipstick to her lips. The shorter woman, with soft, wavy blonde hair and a simple cream silk blouse, looks up with a mixture of fear and resignation, her body tense. The background softly blurs, revealing a large vanity mirror framed by warm, glowing Hollywood-style bulbs, casting a soft golden light across the scene, creating delicate highlights on their skin and the glossy tube of lipstick. After completing the final stroke, the tall woman steps back, her expression shifting from concentration to calm scrutiny. She gave a curt, critical nod, then dismissed the smaller woman with a swift, decisive wave of her hand, a flick of her wrist that was both elegant and final, breaking eye contact as she shifted her focus, leaving behind a thick atmosphere of unspoken hierarchy and aloof control.", + "seed": 6958, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_2/index_5690_seed_6958_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10237128138542176, + "vlm_logprob": -0.10237128138542176, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.10237128138542176, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18384888768196106 + ], + "opposite_logprob_tokens": [ + -2.4338488578796387 + ], + "logprob_reward": -0.18384888768196106, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.18384888768196106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17978082597255707, + 0.0588204562664032, + 0.040016282349824905, + 0.03140231594443321, + 0.05921432375907898, + 0.030902033671736717, + 0.0678633451461792, + 0.045697446912527084, + 0.27794399857521057, + 0.2083589881658554 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.18384888768196106 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006781775504350662 + ], + "opposite_logprob_tokens": [ + -5.006781578063965 + ], + "logprob_reward": -0.006781775504350662, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006781775504350662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15106555819511414, + 0.09039264917373657, + 0.068442203104496, + 0.04344195872545242, + 0.050170622766017914, + 0.04720922186970711, + 0.131643608212471, + 0.09553178399801254, + 0.20119357109069824, + 0.12090875208377838 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.006781775504350662 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1271253228187561 + ], + "opposite_logprob_tokens": [ + -2.1271252632141113 + ], + "logprob_reward": -0.1271253228187561, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1271253228187561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10169149190187454, + 0.0743836909532547, + 0.06281157582998276, + 0.03421806916594505, + 0.0417182557284832, + 0.048429422080516815, + 0.08440183848142624, + 0.22601589560508728, + 0.18571197986602783, + 0.1406177282333374 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.1271253228187561 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198120683431625 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198120683431625, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198120683431625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14636294543743134, + 0.06408973038196564, + 0.04666147753596306, + 0.022578006610274315, + 0.0370589941740036, + 0.02076014317572117, + 0.054534200578927994, + 0.06344965100288391, + 0.2624993920326233, + 0.2820054590702057 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.014198120683431625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990230023860931 + ], + "opposite_logprob_tokens": [ + -1.8049023151397705 + ], + "logprob_reward": -0.17990230023860931, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990230023860931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0796189233660698, + 0.07630758732557297, + 0.0480060838162899, + 0.04507299140095711, + 0.024747641757130623, + 0.031232593581080437, + 0.05050355941057205, + 0.05245903879404068, + 0.14979520440101624, + 0.4422563314437866 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.17990230023860931 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures an intimate and tense moment in a luxurious dressing room. A tall, statuesque woman with her sleek, raven-black hair pulled into a tight, high ponytail stands beside a shorter woman seated on a velvet stool. The tall woman, clad in an exquisite sleeveless black satin gown, exudes a calm authority in her posture. She is completely focused, one hand firmly and deliberately cupping the shorter woman's chin while the other carefully applies vibrant pale red lipstick to her lips. The shorter woman, with soft, wavy blonde hair and a simple cream silk blouse, looks up with a mixture of fear and resignation, her body tense. The background softly blurs, revealing a large vanity mirror framed by warm, glowing Hollywood-style bulbs, casting a soft golden light across the scene, creating delicate highlights on their skin and the glossy tube of lipstick. After completing the final stroke, the tall woman steps back, her expression shifting from concentration to calm scrutiny. She gave a curt, critical nod, then dismissed the smaller woman with a swift, decisive wave of her hand, a flick of her wrist that was both elegant and final, breaking eye contact as she shifted her focus, leaving behind a thick atmosphere of unspoken hierarchy and aloof control.", + "seed": 6959, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_2/index_5690_seed_6959_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09784359000623226, + "vlm_logprob": -0.09784359000623226, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.09784359000623226, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07212651520967484 + ], + "opposite_logprob_tokens": [ + -3.572126626968384 + ], + "logprob_reward": -0.07212651520967484, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.07212651520967484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18548952043056488, + 0.1354982703924179, + 0.031696829944849014, + 0.054330796003341675, + 0.027195237576961517, + 0.04346824064850807, + 0.039735373109579086, + 0.10242152214050293, + 0.22143784165382385, + 0.15872631967067719 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.07212651520967484 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026398327201604843 + ], + "opposite_logprob_tokens": [ + -3.6513984203338623 + ], + "logprob_reward": -0.026398327201604843, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026398327201604843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18916524946689606, + 0.06175503879785538, + 0.028280634433031082, + 0.04877258837223053, + 0.10847296565771103, + 0.022655930370092392, + 0.025074856355786324, + 0.21768182516098022, + 0.19485235214233398, + 0.10328859090805054 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.026398327201604843 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22567549347877502 + ], + "opposite_logprob_tokens": [ + -1.6006754636764526 + ], + "logprob_reward": -0.22567549347877502, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22567549347877502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19739501178264618, + 0.05632341653108597, + 0.04804439842700958, + 0.05545558035373688, + 0.04545341059565544, + 0.032402459532022476, + 0.027743089944124222, + 0.20231063663959503, + 0.2683885097503662, + 0.06648346781730652 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.22567549347877502 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639456048607826 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.004639456048607826, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639456048607826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054117634892463684, + 0.030506746843457222, + 0.02012859471142292, + 0.007966852746903896, + 0.00971558690071106, + 0.013511505909264088, + 0.01414291188120842, + 0.08635596930980682, + 0.6844595074653625, + 0.07909468561410904 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.004639456048607826 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037815809249878 + ], + "opposite_logprob_tokens": [ + -1.9103782176971436 + ], + "logprob_reward": -0.16037815809249878, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037815809249878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08165811747312546, + 0.05386219918727875, + 0.02162867970764637, + 0.04628434032201767, + 0.041905999183654785, + 0.04429428279399872, + 0.044783011078834534, + 0.30700525641441345, + 0.15741747617721558, + 0.20116063952445984 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.16037815809249878 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures an intimate and tense moment in a luxurious dressing room. A tall, statuesque woman with her sleek, raven-black hair pulled into a tight, high ponytail stands beside a shorter woman seated on a velvet stool. The tall woman, clad in an exquisite sleeveless black satin gown, exudes a calm authority in her posture. She is completely focused, one hand firmly and deliberately cupping the shorter woman's chin while the other carefully applies vibrant pale red lipstick to her lips. The shorter woman, with soft, wavy blonde hair and a simple cream silk blouse, looks up with a mixture of fear and resignation, her body tense. The background softly blurs, revealing a large vanity mirror framed by warm, glowing Hollywood-style bulbs, casting a soft golden light across the scene, creating delicate highlights on their skin and the glossy tube of lipstick. After completing the final stroke, the tall woman steps back, her expression shifting from concentration to calm scrutiny. She gave a curt, critical nod, then dismissed the smaller woman with a swift, decisive wave of her hand, a flick of her wrist that was both elegant and final, breaking eye contact as she shifted her focus, leaving behind a thick atmosphere of unspoken hierarchy and aloof control.", + "seed": 6960, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_2/index_5690_seed_6960_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11607873775064945, + "vlm_logprob": -0.11607873775064945, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.11607873775064945, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11987722665071487 + ], + "opposite_logprob_tokens": [ + -3.244877338409424 + ], + "logprob_reward": -0.11987722665071487, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.11987722665071487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21400871872901917, + 0.15792712569236755, + 0.23876328766345978, + 0.1111592948436737, + 0.06015227735042572, + 0.05661964789032936, + 0.02620425447821617, + 0.032087914645671844, + 0.020733991637825966, + 0.0823434367775917 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.11987722665071487 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023345373570919037 + ], + "opposite_logprob_tokens": [ + -3.773345470428467 + ], + "logprob_reward": -0.023345373570919037, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023345373570919037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17074477672576904, + 0.12496643513441086, + 0.14510047435760498, + 0.07645770162343979, + 0.11219018697738647, + 0.09398896992206573, + 0.03573240339756012, + 0.027631668373942375, + 0.05989251658320427, + 0.1532948762178421 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.023345373570919037 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10037512332201004 + ], + "opposite_logprob_tokens": [ + -2.350375175476074 + ], + "logprob_reward": -0.10037512332201004, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10037512332201004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5166228413581848, + 0.13013601303100586, + 0.11191094666719437, + 0.014675573445856571, + 0.031211519613862038, + 0.04863148555159569, + 0.051059260964393616, + 0.022591320797801018, + 0.02573661133646965, + 0.04742446914315224 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.10037512332201004 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292848840355873 + ], + "opposite_logprob_tokens": [ + -3.7732927799224854 + ], + "logprob_reward": -0.023292848840355873, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292848840355873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5636408925056458, + 0.05246000364422798, + 0.2297169268131256, + 0.01845480315387249, + 0.0343310609459877, + 0.00803934596478939, + 0.012556747533380985, + 0.009032423608005047, + 0.015784308314323425, + 0.05598355457186699 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.023292848840355873 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, eye-level medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a tall woman wearing a sleeveless black satin gown standing beside a shorter woman seated on a velvet stool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tall woman apply vibrant pale red lipstick to the shorter woman's lips while cupping her chin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a large vanity mirror framed by warm, glowing Hollywood-style bulbs casting golden light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tall woman step back, nod critically, and dismiss the shorter woman with a swift wave of her hand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31350311636924744 + ], + "opposite_logprob_tokens": [ + -1.3135031461715698 + ], + "logprob_reward": -0.31350311636924744, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31350311636924744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14282281696796417, + 0.07076868414878845, + 0.16035501658916473, + 0.050327133387327194, + 0.06640660017728806, + 0.030700599774718285, + 0.028045278042554855, + 0.02353009767830372, + 0.07702155411243439, + 0.35002216696739197 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.31350311636924744 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_3/index_tensor([9542, 9542])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_3/index_tensor([9542, 9542])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1851a8c4bafd9aba95d685d9389ba76b292875d3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_3/index_tensor([9542, 9542])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot, taken at eye level, intimately depicts the face of an adult koala. Its thick, woolly, silver-gray fur appears soft and dense, with tufts of white peeking out from its large, rounded ears. The koala's prominent, leathery black nose gleams in the light, and its small, black eyes, heavy-lidded, convey a deep, sleepy contentment. Perched on a eucalyptus tree, its jaws move in slow, rhythmic, circular, grinding motions as it lazily chews a waxy sickle-shaped eucalyptus leaf. Another fresh leaf is delicately tucked between its gray-padded paws beneath its chin. Warm afternoon sunlight filters through the treetops, creating a dappled effect of bright highlights and soft shadows, streaking across the koala's face and the rough, flaking bark of the branches behind it. The shallow depth of field transforms the background into a soft, impressionistic blur of coastal colors—the vibrant blue of the ocean and the pale yellow of the sand—creating an atmosphere of tranquility, serenity, and absolute peace.", + "seed": 27284, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_3/index_9542_seed_27284_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06068767216056585, + "vlm_logprob": -0.06068767216056585, + "vlm_yes_no_margin": 3.4749999761581423, + "vlm_token_credit": -0.06068767216056585, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13190729916095734 + ], + "opposite_logprob_tokens": [ + -2.1319072246551514 + ], + "logprob_reward": -0.13190729916095734, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.13190729916095734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2403164952993393, + 0.09668891876935959, + 0.12356305867433548, + 0.021856293082237244, + 0.09780623018741608, + 0.11028381437063217, + 0.05853654444217682, + 0.05871828272938728, + 0.12827816605567932, + 0.06395217031240463 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.13190729916095734 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029844719916582108 + ], + "opposite_logprob_tokens": [ + -3.5298447608947754 + ], + "logprob_reward": -0.029844719916582108, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029844719916582108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2832234501838684, + 0.3519236147403717, + 0.040627848356962204, + 0.016520153731107712, + 0.06311894953250885, + 0.04533562436699867, + 0.06598358601331711, + 0.04823402687907219, + 0.021376587450504303, + 0.06365617364645004 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.029844719916582108 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864158570766449 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.00864158570766449, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864158570766449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24778392910957336, + 0.3328634798526764, + 0.06668210029602051, + 0.028060011565685272, + 0.0930534228682518, + 0.05403686314821243, + 0.06242227926850319, + 0.03482980653643608, + 0.03591643273830414, + 0.04435160383582115 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.00864158570766449 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12709404528141022 + ], + "opposite_logprob_tokens": [ + -2.127094030380249 + ], + "logprob_reward": -0.12709404528141022, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12709404528141022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16250211000442505, + 0.3971409499645233, + 0.07178595662117004, + 0.04200078547000885, + 0.05471613258123398, + 0.03609428182244301, + 0.02882685326039791, + 0.06543490290641785, + 0.05412808060646057, + 0.08736992627382278 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.12709404528141022 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950710736215115 + ], + "opposite_logprob_tokens": [ + -5.130950927734375 + ], + "logprob_reward": -0.005950710736215115, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950710736215115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22925825417041779, + 0.21378076076507568, + 0.11141615360975266, + 0.15633513033390045, + 0.053986210376024246, + 0.057486627250909805, + 0.03616562858223915, + 0.016356242820620537, + 0.03824005648493767, + 0.08697494119405746 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.005950710736215115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot, taken at eye level, intimately depicts the face of an adult koala. Its thick, woolly, silver-gray fur appears soft and dense, with tufts of white peeking out from its large, rounded ears. The koala's prominent, leathery black nose gleams in the light, and its small, black eyes, heavy-lidded, convey a deep, sleepy contentment. Perched on a eucalyptus tree, its jaws move in slow, rhythmic, circular, grinding motions as it lazily chews a waxy sickle-shaped eucalyptus leaf. Another fresh leaf is delicately tucked between its gray-padded paws beneath its chin. Warm afternoon sunlight filters through the treetops, creating a dappled effect of bright highlights and soft shadows, streaking across the koala's face and the rough, flaking bark of the branches behind it. The shallow depth of field transforms the background into a soft, impressionistic blur of coastal colors—the vibrant blue of the ocean and the pale yellow of the sand—creating an atmosphere of tranquility, serenity, and absolute peace.", + "seed": 27285, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_3/index_9542_seed_27285_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05342100188136101, + "vlm_logprob": -0.05342100188136101, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.05342100188136101, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.041679322719573975 + ], + "opposite_logprob_tokens": [ + -3.2916793823242188 + ], + "logprob_reward": -0.041679322719573975, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.041679322719573975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1880771368741989, + 0.2091982662677765, + 0.07498566061258316, + 0.04279303178191185, + 0.06561949104070663, + 0.053148940205574036, + 0.06749466806650162, + 0.10885626077651978, + 0.14606064558029175, + 0.04376588389277458 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.041679322719573975 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01610414683818817 + ], + "opposite_logprob_tokens": [ + -4.141104221343994 + ], + "logprob_reward": -0.01610414683818817, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01610414683818817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18928934633731842, + 0.19046328961849213, + 0.11422758549451828, + 0.09513894468545914, + 0.08812125027179718, + 0.05287505313754082, + 0.08559691160917282, + 0.04894539713859558, + 0.05817015469074249, + 0.07717204093933105 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.01610414683818817 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642885833978653 + ], + "opposite_logprob_tokens": [ + -4.758642673492432 + ], + "logprob_reward": -0.008642885833978653, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642885833978653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12021378427743912, + 0.13436691462993622, + 0.18003873527050018, + 0.12610721588134766, + 0.11778009682893753, + 0.0400594025850296, + 0.05953799933195114, + 0.1097576916217804, + 0.06478796154260635, + 0.04735027253627777 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.008642885833978653 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034051537513733 + ], + "opposite_logprob_tokens": [ + -2.3503406047821045 + ], + "logprob_reward": -0.10034051537513733, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034051537513733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24994604289531708, + 0.06661029905080795, + 0.16859708726406097, + 0.15847986936569214, + 0.08801797777414322, + 0.04700394347310066, + 0.03973089158535004, + 0.06477589905261993, + 0.04376351088285446, + 0.07307447493076324 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.10034051537513733 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033813863992691 + ], + "opposite_logprob_tokens": [ + -2.3503382205963135 + ], + "logprob_reward": -0.10033813863992691, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033813863992691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15486818552017212, + 0.23139262199401855, + 0.10126805305480957, + 0.07439620047807693, + 0.15689623355865479, + 0.09656910598278046, + 0.03348391875624657, + 0.05008503049612045, + 0.04989958927035332, + 0.05114102363586426 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.10033813863992691 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot, taken at eye level, intimately depicts the face of an adult koala. Its thick, woolly, silver-gray fur appears soft and dense, with tufts of white peeking out from its large, rounded ears. The koala's prominent, leathery black nose gleams in the light, and its small, black eyes, heavy-lidded, convey a deep, sleepy contentment. Perched on a eucalyptus tree, its jaws move in slow, rhythmic, circular, grinding motions as it lazily chews a waxy sickle-shaped eucalyptus leaf. Another fresh leaf is delicately tucked between its gray-padded paws beneath its chin. Warm afternoon sunlight filters through the treetops, creating a dappled effect of bright highlights and soft shadows, streaking across the koala's face and the rough, flaking bark of the branches behind it. The shallow depth of field transforms the background into a soft, impressionistic blur of coastal colors—the vibrant blue of the ocean and the pale yellow of the sand—creating an atmosphere of tranquility, serenity, and absolute peace.", + "seed": 27286, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_3/index_9542_seed_27286_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04695751164108515, + "vlm_logprob": -0.04695751164108515, + "vlm_yes_no_margin": 3.549999976158142, + "vlm_token_credit": -0.04695751164108515, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12999854981899261 + ], + "opposite_logprob_tokens": [ + -2.1299984455108643 + ], + "logprob_reward": -0.12999854981899261, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12999854981899261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21916469931602478, + 0.053013235330581665, + 0.09502525627613068, + 0.03570818156003952, + 0.2615777850151062, + 0.03697173669934273, + 0.06608404219150543, + 0.1405918449163437, + 0.028978724032640457, + 0.06288447231054306 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.12999854981899261 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821926236152649 + ], + "opposite_logprob_tokens": [ + -4.018219470977783 + ], + "logprob_reward": -0.01821926236152649, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821926236152649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26130399107933044, + 0.04862505942583084, + 0.1486136019229889, + 0.024871792644262314, + 0.20849214494228363, + 0.05021548643708229, + 0.0355188250541687, + 0.10834691673517227, + 0.04369734227657318, + 0.07031482458114624 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.01821926236152649 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254150368273258 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254150368273258, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254150368273258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18765081465244293, + 0.05051221698522568, + 0.1601002812385559, + 0.018598070368170738, + 0.2020561248064041, + 0.06191587448120117, + 0.04186929389834404, + 0.10166756808757782, + 0.10065850615501404, + 0.07497117668390274 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.005254150368273258 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549660325050354 + ], + "opposite_logprob_tokens": [ + -2.9299659729003906 + ], + "logprob_reward": -0.0549660325050354, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549660325050354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13710208237171173, + 0.03961638733744621, + 0.09791355580091476, + 0.03984620422124863, + 0.12339844554662704, + 0.032920971512794495, + 0.02014295384287834, + 0.08238226175308228, + 0.25850263237953186, + 0.16817452013492584 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0549660325050354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349563151597977 + ], + "opposite_logprob_tokens": [ + -3.6513495445251465 + ], + "logprob_reward": -0.026349563151597977, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349563151597977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08054192364215851, + 0.05079052597284317, + 0.04912872612476349, + 0.12701416015625, + 0.4443884789943695, + 0.135428786277771, + 0.01637309603393078, + 0.04585215076804161, + 0.030497705563902855, + 0.01998441480100155 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.026349563151597977 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot, taken at eye level, intimately depicts the face of an adult koala. Its thick, woolly, silver-gray fur appears soft and dense, with tufts of white peeking out from its large, rounded ears. The koala's prominent, leathery black nose gleams in the light, and its small, black eyes, heavy-lidded, convey a deep, sleepy contentment. Perched on a eucalyptus tree, its jaws move in slow, rhythmic, circular, grinding motions as it lazily chews a waxy sickle-shaped eucalyptus leaf. Another fresh leaf is delicately tucked between its gray-padded paws beneath its chin. Warm afternoon sunlight filters through the treetops, creating a dappled effect of bright highlights and soft shadows, streaking across the koala's face and the rough, flaking bark of the branches behind it. The shallow depth of field transforms the background into a soft, impressionistic blur of coastal colors—the vibrant blue of the ocean and the pale yellow of the sand—creating an atmosphere of tranquility, serenity, and absolute peace.", + "seed": 27287, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_3/index_9542_seed_27287_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030769426794722676, + "vlm_logprob": -0.030769426794722676, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.030769426794722676, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04168252646923065 + ], + "opposite_logprob_tokens": [ + -3.291682481765747 + ], + "logprob_reward": -0.04168252646923065, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04168252646923065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22491700947284698, + 0.18979457020759583, + 0.0362757183611393, + 0.08375576138496399, + 0.049143824726343155, + 0.04730675369501114, + 0.18276473879814148, + 0.07853764295578003, + 0.06463037431240082, + 0.04287352040410042 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.04168252646923065 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012570669874548912 + ], + "opposite_logprob_tokens": [ + -4.387570858001709 + ], + "logprob_reward": -0.012570669874548912, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012570669874548912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24995873868465424, + 0.32231923937797546, + 0.043006837368011475, + 0.042291197925806046, + 0.03256179019808769, + 0.053448278456926346, + 0.11277570575475693, + 0.06282874196767807, + 0.0460035502910614, + 0.034805893898010254 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.012570669874548912 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031966085080057383 + ], + "opposite_logprob_tokens": [ + -5.753196716308594 + ], + "logprob_reward": -0.0031966085080057383, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031966085080057383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15665122866630554, + 0.2988111078739166, + 0.03272520750761032, + 0.05807202309370041, + 0.0665370300412178, + 0.07848064601421356, + 0.11906412243843079, + 0.08910823613405228, + 0.040808577090501785, + 0.05974184349179268 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.0031966085080057383 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004915922880173 + ], + "opposite_logprob_tokens": [ + -2.6950490474700928 + ], + "logprob_reward": -0.07004915922880173, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004915922880173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3513052761554718, + 0.2181612253189087, + 0.050367917865514755, + 0.04269745945930481, + 0.07611411809921265, + 0.04456554353237152, + 0.03827868774533272, + 0.048173125833272934, + 0.05095090717077255, + 0.07938574254512787 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.07004915922880173 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an adult koala's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the koala's fur thick, woolly, and silver-gray with white tufts in its ears?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the koala's nose prominent, leathery, black, and gleaming in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the koala chewing a waxy sickle-shaped eucalyptus leaf with slow, rhythmic, circular jaw motions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft, impressionistic blur of coastal colors (blue ocean and pale yellow sand) due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348169893026352 + ], + "opposite_logprob_tokens": [ + -3.651348114013672 + ], + "logprob_reward": -0.026348169893026352, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348169893026352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09052833169698715, + 0.6906387209892273, + 0.027642453089356422, + 0.04219288378953934, + 0.03159308433532715, + 0.02740456722676754, + 0.037416722625494, + 0.02062535472214222, + 0.00554291345179081, + 0.02641499973833561 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.026348169893026352 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_4/index_tensor([2044, 2044])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_4/index_tensor([2044, 2044])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e207d357e4bb7a1f5286d3c63f4680fb4877f547 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_4/index_tensor([2044, 2044])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An ultra-wide-angle lens, starting from a slightly elevated perspective, slowly and steadily sweeps from left to right, revealing the courtyard of an ancient Taoist temple shrouded in morning mist. Gray eaves and angled corners appear faintly through the milky white haze, while the damp bluestone floor reflects soft, diffuse sunlight. A few golden ginkgo leaves are scattered on the ground. In the center of the courtyard, an elderly man with white hair and beard, a gaunt face, clad in a loose, flowing, pure white silk Tai Chi suit, his graying hair pulled into a neat bun, is absorbed in practicing Tai Chi. As the camera pans, he steadily shifts his weight, his arms spreading out like flowing water, forming a classic \"white crane spreads its wings\" pose. His wide sleeves flutter gently, and his expression, with closed eyes and a focused expression, reveals a tranquility that blends with nature. The entire picture has a cool tone, dominated by the gray of the stone, the dark color of the wood and the white of the characters, creating an atmosphere of extreme tranquility, concentration and full of oriental philosophical wisdom. The air seems to be filled with moist soil and a faint scent of sandalwood.", + "seed": 5069, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_4/index_2044_seed_5069_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1376838494092226, + "vlm_logprob": -0.1376838494092226, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.1376838494092226, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5795708298683167 + ], + "opposite_logprob_tokens": [ + -0.8295708298683167 + ], + "logprob_reward": -0.5795708298683167, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5795708298683167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08835089951753616, + 0.13329310715198517, + 0.3323429524898529, + 0.037381552159786224, + 0.06158534809947014, + 0.10114321857690811, + 0.043604496866464615, + 0.14929096400737762, + 0.0182336512953043, + 0.03477386757731438 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.5795708298683167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004113546572625637 + ], + "opposite_logprob_tokens": [ + -5.504113674163818 + ], + "logprob_reward": -0.004113546572625637, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004113546572625637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08573921769857407, + 0.17085115611553192, + 0.3513050377368927, + 0.05266541987657547, + 0.050023362040519714, + 0.03875996917486191, + 0.02931218594312668, + 0.15600189566612244, + 0.03309870511293411, + 0.0322430282831192 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.004113546572625637 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463993102312088 + ], + "opposite_logprob_tokens": [ + -5.379640102386475 + ], + "logprob_reward": -0.00463993102312088, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463993102312088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041769273579120636, + 0.1336304098367691, + 0.31641361117362976, + 0.042001377791166306, + 0.05184319615364075, + 0.11960387229919434, + 0.024917064234614372, + 0.06320632249116898, + 0.1531800776720047, + 0.053434818983078 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.00463993102312088 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901536464691162 + ], + "opposite_logprob_tokens": [ + -2.464015483856201 + ], + "logprob_reward": -0.08901536464691162, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901536464691162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06615997850894928, + 0.13803954422473907, + 0.17374072968959808, + 0.04107296094298363, + 0.04035922884941101, + 0.13446442782878876, + 0.08124560862779617, + 0.050406526774168015, + 0.22475889325141907, + 0.04975210130214691 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.08901536464691162 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079574935138226 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.011079574935138226, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079574935138226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05787043645977974, + 0.1630537211894989, + 0.44521209597587585, + 0.01848536916077137, + 0.04764408618211746, + 0.0282429289072752, + 0.026624981313943863, + 0.14224763214588165, + 0.029356645420193672, + 0.04126202315092087 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.011079574935138226 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An ultra-wide-angle lens, starting from a slightly elevated perspective, slowly and steadily sweeps from left to right, revealing the courtyard of an ancient Taoist temple shrouded in morning mist. Gray eaves and angled corners appear faintly through the milky white haze, while the damp bluestone floor reflects soft, diffuse sunlight. A few golden ginkgo leaves are scattered on the ground. In the center of the courtyard, an elderly man with white hair and beard, a gaunt face, clad in a loose, flowing, pure white silk Tai Chi suit, his graying hair pulled into a neat bun, is absorbed in practicing Tai Chi. As the camera pans, he steadily shifts his weight, his arms spreading out like flowing water, forming a classic \"white crane spreads its wings\" pose. His wide sleeves flutter gently, and his expression, with closed eyes and a focused expression, reveals a tranquility that blends with nature. The entire picture has a cool tone, dominated by the gray of the stone, the dark color of the wood and the white of the characters, creating an atmosphere of extreme tranquility, concentration and full of oriental philosophical wisdom. The air seems to be filled with moist soil and a faint scent of sandalwood.", + "seed": 5070, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_4/index_2044_seed_5070_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05507509987801314, + "vlm_logprob": -0.05507509987801314, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.05507509987801314, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14756840467453003 + ], + "opposite_logprob_tokens": [ + -2.022568464279175 + ], + "logprob_reward": -0.14756840467453003, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14756840467453003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10930904746055603, + 0.04393143579363823, + 0.1358039230108261, + 0.34256964921951294, + 0.07134786993265152, + 0.016917085275053978, + 0.017914174124598503, + 0.06710132211446762, + 0.1400872766971588, + 0.05501825734972954 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.14756840467453003 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002211269922554493 + ], + "opposite_logprob_tokens": [ + -6.127211093902588 + ], + "logprob_reward": -0.002211269922554493, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002211269922554493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2673310935497284, + 0.10127045214176178, + 0.04806680977344513, + 0.06325656920671463, + 0.04430979862809181, + 0.11821169406175613, + 0.022028008475899696, + 0.25243040919303894, + 0.043907567858695984, + 0.03918758034706116 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.002211269922554493 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738320458680391 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.006738320458680391, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738320458680391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045175015926361084, + 0.04841751977801323, + 0.07043270021677017, + 0.33127260208129883, + 0.14192131161689758, + 0.18665941059589386, + 0.017603270709514618, + 0.056541070342063904, + 0.024542808532714844, + 0.0774342492222786 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.006738320458680391 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11290466040372849 + ], + "opposite_logprob_tokens": [ + -2.2379045486450195 + ], + "logprob_reward": -0.11290466040372849, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11290466040372849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2637977600097656, + 0.06571038067340851, + 0.0733073353767395, + 0.1299869567155838, + 0.07214241474866867, + 0.12499838322401047, + 0.027208814397454262, + 0.05413588136434555, + 0.10109496861696243, + 0.08761715888977051 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.11290466040372849 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952843930572271 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.005952843930572271, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952843930572271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2746454179286957, + 0.06930118054151535, + 0.14796437323093414, + 0.10340802371501923, + 0.04790513589978218, + 0.06291172653436661, + 0.02307886816561222, + 0.07177775353193283, + 0.09633033722639084, + 0.10267718881368637 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.005952843930572271 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An ultra-wide-angle lens, starting from a slightly elevated perspective, slowly and steadily sweeps from left to right, revealing the courtyard of an ancient Taoist temple shrouded in morning mist. Gray eaves and angled corners appear faintly through the milky white haze, while the damp bluestone floor reflects soft, diffuse sunlight. A few golden ginkgo leaves are scattered on the ground. In the center of the courtyard, an elderly man with white hair and beard, a gaunt face, clad in a loose, flowing, pure white silk Tai Chi suit, his graying hair pulled into a neat bun, is absorbed in practicing Tai Chi. As the camera pans, he steadily shifts his weight, his arms spreading out like flowing water, forming a classic \"white crane spreads its wings\" pose. His wide sleeves flutter gently, and his expression, with closed eyes and a focused expression, reveals a tranquility that blends with nature. The entire picture has a cool tone, dominated by the gray of the stone, the dark color of the wood and the white of the characters, creating an atmosphere of extreme tranquility, concentration and full of oriental philosophical wisdom. The air seems to be filled with moist soil and a faint scent of sandalwood.", + "seed": 5071, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_4/index_2044_seed_5071_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023193257092498244, + "vlm_logprob": -0.023193257092498244, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.023193257092498244, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.046191275119781494 + ], + "opposite_logprob_tokens": [ + -3.1711912155151367 + ], + "logprob_reward": -0.046191275119781494, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.046191275119781494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08186297863721848, + 0.14209792017936707, + 0.09675320237874985, + 0.07952751964330673, + 0.1408429890871048, + 0.06131606549024582, + 0.16044287383556366, + 0.04436790198087692, + 0.12522922456264496, + 0.0675593763589859 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.046191275119781494 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019527667900547385 + ], + "opposite_logprob_tokens": [ + -6.251952648162842 + ], + "logprob_reward": -0.0019527667900547385, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019527667900547385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08134130388498306, + 0.0961310938000679, + 0.07292472571134567, + 0.06485068798065186, + 0.06308485567569733, + 0.035299863666296005, + 0.3954809606075287, + 0.04514523968100548, + 0.052033331245183945, + 0.09370799362659454 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -0.0019527667900547385 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631078828126192 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631078828126192, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631078828126192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0927112028002739, + 0.07363954186439514, + 0.05936269462108612, + 0.063284732401371, + 0.03388851508498192, + 0.04826544225215912, + 0.18945996463298798, + 0.060380399227142334, + 0.07534271478652954, + 0.30366483330726624 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.007631078828126192 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054937370121479034 + ], + "opposite_logprob_tokens": [ + -2.9299373626708984 + ], + "logprob_reward": -0.054937370121479034, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054937370121479034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10602682083845139, + 0.03723861277103424, + 0.023741161450743675, + 0.1446022391319275, + 0.08326129615306854, + 0.05531441420316696, + 0.2737374007701874, + 0.057030484080314636, + 0.14146655797958374, + 0.077581025660038 + ], + "top_frames": [ + 6, + 3, + 8 + ], + "selected_reward": -0.054937370121479034 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253794603049755 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253794603049755, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253794603049755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06072722002863884, + 0.08486055582761765, + 0.07028535008430481, + 0.1378786414861679, + 0.14050932228565216, + 0.08786533027887344, + 0.0945764109492302, + 0.06499002873897552, + 0.09517323970794678, + 0.1631338745355606 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.005253794603049755 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An ultra-wide-angle lens, starting from a slightly elevated perspective, slowly and steadily sweeps from left to right, revealing the courtyard of an ancient Taoist temple shrouded in morning mist. Gray eaves and angled corners appear faintly through the milky white haze, while the damp bluestone floor reflects soft, diffuse sunlight. A few golden ginkgo leaves are scattered on the ground. In the center of the courtyard, an elderly man with white hair and beard, a gaunt face, clad in a loose, flowing, pure white silk Tai Chi suit, his graying hair pulled into a neat bun, is absorbed in practicing Tai Chi. As the camera pans, he steadily shifts his weight, his arms spreading out like flowing water, forming a classic \"white crane spreads its wings\" pose. His wide sleeves flutter gently, and his expression, with closed eyes and a focused expression, reveals a tranquility that blends with nature. The entire picture has a cool tone, dominated by the gray of the stone, the dark color of the wood and the white of the characters, creating an atmosphere of extreme tranquility, concentration and full of oriental philosophical wisdom. The air seems to be filled with moist soil and a faint scent of sandalwood.", + "seed": 5072, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_4/index_2044_seed_5072_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.046013529505580665, + "vlm_logprob": -0.046013529505580665, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.046013529505580665, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18207620084285736 + ], + "opposite_logprob_tokens": [ + -1.8070762157440186 + ], + "logprob_reward": -0.18207620084285736, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18207620084285736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1926008015871048, + 0.06602568179368973, + 0.13948893547058105, + 0.08814072608947754, + 0.08863570541143417, + 0.0629299134016037, + 0.26139891147613525, + 0.043170277029275894, + 0.038007039576768875, + 0.019601989537477493 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.18207620084285736 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002831024117767811 + ], + "opposite_logprob_tokens": [ + -5.877830982208252 + ], + "logprob_reward": -0.002831024117767811, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002831024117767811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5716798901557922, + 0.03358505666255951, + 0.06717395782470703, + 0.04328576847910881, + 0.04846399649977684, + 0.03427215293049812, + 0.13160231709480286, + 0.0247451551258564, + 0.029560543596744537, + 0.01563110761344433 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.002831024117767811 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008637804538011551 + ], + "opposite_logprob_tokens": [ + -4.75863790512085 + ], + "logprob_reward": -0.008637804538011551, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008637804538011551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24446330964565277, + 0.14148136973381042, + 0.1461464762687683, + 0.060576148331165314, + 0.04264375939965248, + 0.04682076349854469, + 0.07581979036331177, + 0.11624731123447418, + 0.07827620953321457, + 0.0475248321890831 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.008637804538011551 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029785363003611565 + ], + "opposite_logprob_tokens": [ + -3.529785394668579 + ], + "logprob_reward": -0.029785363003611565, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029785363003611565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22932858765125275, + 0.050293587148189545, + 0.04829464852809906, + 0.19606390595436096, + 0.059465959668159485, + 0.042589522898197174, + 0.31058093905448914, + 0.024895507842302322, + 0.024505188688635826, + 0.013982114382088184 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.029785363003611565 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the courtyard of an ancient Taoist temple shrouded in morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elderly man with white hair and beard wearing a loose, flowing, pure white silk Tai Chi suit visible in the center of the courtyard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man performing the 'white crane spreads its wings' Tai Chi pose with his arms spreading out and wide sleeves fluttering?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start from a slightly elevated perspective and slowly sweep from left to right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are gray eaves, angled corners, and a damp bluestone floor reflecting soft sunlight visible through the mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737255025655031 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737255025655031, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737255025655031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17843441665172577, + 0.061216678470373154, + 0.06876435875892639, + 0.09532513469457626, + 0.09194927662611008, + 0.03631652146577835, + 0.3898855149745941, + 0.03521472588181496, + 0.022869106382131577, + 0.020024238154292107 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.006737255025655031 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_5/index_tensor([3576, 3576])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_5/index_tensor([3576, 3576])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0f31cdb722d8754fb99fe696b863c9d1af63e8f3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_5/index_tensor([3576, 3576])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a chaotic handheld camera shot imbued with the iconic aesthetic of '80s anime, the frame shakes violently with the pounding wind, struggling to focus on a lone Sophora japonica tree. It's the epicenter of a ferocious storm, the sky churning into a maelstrom of deep purple and ominous magenta, while rough, high-contrast brushstrokes fill the background. The ancient Sophora japonica tree waged a desperate struggle, its stout trunk bent stubbornly to the brink of breaking under the relentless force of the hurricane, its twisted branches lashing wildly at the air like struggling arms. Torrential rain streaked across the frame like dense, white slashes, lashing the tree's gnarled, deeply cracked bark with a wet gleam in the dim light. Every shake of the camera captured the vivid details of the water coursing along the veins. Dark green leaves were ruthlessly torn off and danced wildly in the chaotic air currents. A dazzling flash of lightning instantly tore through the sky, illuminating this doomsday scene full of dynamic tension with a brief pale light, creating a primitive, intense and tragic visual atmosphere.", + "seed": 2075, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_5/index_3576_seed_2075_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5790340587496757, + "vlm_logprob": -0.5790340587496757, + "vlm_yes_no_margin": 1.85, + "vlm_token_credit": -0.5790340587496757, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.5802667140960693 + ], + "opposite_logprob_tokens": [ + -0.08026675879955292 + ], + "logprob_reward": -2.5802667140960693, + "yes_no_margin_reward": -2.5, + "token_credit_reward": -2.5802667140960693, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17210304737091064, + 0.24718019366264343, + 0.3029594123363495, + 0.03140295296907425, + 0.046561092138290405, + 0.03133437782526016, + 0.060264308005571365, + 0.04430520534515381, + 0.021998411044478416, + 0.04189098998904228 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -2.5802667140960693 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0338156558573246 + ], + "opposite_logprob_tokens": [ + -3.408815622329712 + ], + "logprob_reward": -0.0338156558573246, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0338156558573246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22296050190925598, + 0.039204709231853485, + 0.39261946082115173, + 0.041708968579769135, + 0.07829364389181137, + 0.031110208481550217, + 0.10839768499135971, + 0.02805504947900772, + 0.0265205018222332, + 0.03112930990755558 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.0338156558573246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011094901710748672 + ], + "opposite_logprob_tokens": [ + -4.51109504699707 + ], + "logprob_reward": -0.011094901710748672, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011094901710748672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06861482560634613, + 0.4792502224445343, + 0.24256935715675354, + 0.018607309088110924, + 0.05855938047170639, + 0.015704365447163582, + 0.060547877103090286, + 0.0237563569098711, + 0.011829487979412079, + 0.02056090347468853 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.011094901710748672 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12712931632995605 + ], + "opposite_logprob_tokens": [ + -2.127129316329956 + ], + "logprob_reward": -0.12712931632995605, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12712931632995605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0822078064084053, + 0.18959464132785797, + 0.6306662559509277, + 0.01602998562157154, + 0.012885449454188347, + 0.0075965640135109425, + 0.017078207805752754, + 0.022422131150960922, + 0.00762217165902257, + 0.013896727934479713 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.12712931632995605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428637057542801 + ], + "opposite_logprob_tokens": [ + -2.0178637504577637 + ], + "logprob_reward": -0.1428637057542801, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428637057542801, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08927202969789505, + 0.5565547347068787, + 0.05061452463269234, + 0.028981242328882217, + 0.023194685578346252, + 0.016455942764878273, + 0.06085127964615822, + 0.0777776837348938, + 0.03963923826813698, + 0.056658610701560974 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.1428637057542801 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a chaotic handheld camera shot imbued with the iconic aesthetic of '80s anime, the frame shakes violently with the pounding wind, struggling to focus on a lone Sophora japonica tree. It's the epicenter of a ferocious storm, the sky churning into a maelstrom of deep purple and ominous magenta, while rough, high-contrast brushstrokes fill the background. The ancient Sophora japonica tree waged a desperate struggle, its stout trunk bent stubbornly to the brink of breaking under the relentless force of the hurricane, its twisted branches lashing wildly at the air like struggling arms. Torrential rain streaked across the frame like dense, white slashes, lashing the tree's gnarled, deeply cracked bark with a wet gleam in the dim light. Every shake of the camera captured the vivid details of the water coursing along the veins. Dark green leaves were ruthlessly torn off and danced wildly in the chaotic air currents. A dazzling flash of lightning instantly tore through the sky, illuminating this doomsday scene full of dynamic tension with a brief pale light, creating a primitive, intense and tragic visual atmosphere.", + "seed": 2076, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_5/index_3576_seed_2076_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5227443773299456, + "vlm_logprob": -0.5227443773299456, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.5227443773299456, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.4652209281921387 + ], + "opposite_logprob_tokens": [ + -0.09022101759910583 + ], + "logprob_reward": -2.4652209281921387, + "yes_no_margin_reward": -2.375, + "token_credit_reward": -2.4652209281921387, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08750598877668381, + 0.024732746183872223, + 0.028713243082165718, + 0.04188502952456474, + 0.10407214611768723, + 0.12496042251586914, + 0.42819294333457947, + 0.04833647608757019, + 0.035146377980709076, + 0.07645465433597565 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -2.4652209281921387 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05509916692972183 + ], + "opposite_logprob_tokens": [ + -2.9300992488861084 + ], + "logprob_reward": -0.05509916692972183, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05509916692972183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06317278742790222, + 0.07739399373531342, + 0.02408086135983467, + 0.02345084398984909, + 0.08528736233711243, + 0.08849164098501205, + 0.3707106411457062, + 0.0787162110209465, + 0.025990260764956474, + 0.1627054661512375 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.05509916692972183 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046554747968912125 + ], + "opposite_logprob_tokens": [ + -5.379655361175537 + ], + "logprob_reward": -0.0046554747968912125, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046554747968912125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07206574827432632, + 0.17220428586006165, + 0.044719595462083817, + 0.03314295783638954, + 0.07470250874757767, + 0.1624162793159485, + 0.1956789493560791, + 0.09367623180150986, + 0.023181535303592682, + 0.12821193039417267 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.0046554747968912125 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0550139844417572 + ], + "opposite_logprob_tokens": [ + -2.93001389503479 + ], + "logprob_reward": -0.0550139844417572, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0550139844417572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05834254249930382, + 0.1984700858592987, + 0.04982205107808113, + 0.024431467056274414, + 0.10231722146272659, + 0.07852169126272202, + 0.2665310800075531, + 0.019346153363585472, + 0.03334229439496994, + 0.16887539625167847 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -0.0550139844417572 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337323322892189 + ], + "opposite_logprob_tokens": [ + -3.4087324142456055 + ], + "logprob_reward": -0.0337323322892189, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337323322892189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023943420499563217, + 0.08816313743591309, + 0.01551143266260624, + 0.03187219426035881, + 0.07103981077671051, + 0.013612022623419762, + 0.09316658228635788, + 0.016391398385167122, + 0.024656470865011215, + 0.6216434836387634 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.0337323322892189 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a chaotic handheld camera shot imbued with the iconic aesthetic of '80s anime, the frame shakes violently with the pounding wind, struggling to focus on a lone Sophora japonica tree. It's the epicenter of a ferocious storm, the sky churning into a maelstrom of deep purple and ominous magenta, while rough, high-contrast brushstrokes fill the background. The ancient Sophora japonica tree waged a desperate struggle, its stout trunk bent stubbornly to the brink of breaking under the relentless force of the hurricane, its twisted branches lashing wildly at the air like struggling arms. Torrential rain streaked across the frame like dense, white slashes, lashing the tree's gnarled, deeply cracked bark with a wet gleam in the dim light. Every shake of the camera captured the vivid details of the water coursing along the veins. Dark green leaves were ruthlessly torn off and danced wildly in the chaotic air currents. A dazzling flash of lightning instantly tore through the sky, illuminating this doomsday scene full of dynamic tension with a brief pale light, creating a primitive, intense and tragic visual atmosphere.", + "seed": 2077, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_5/index_3576_seed_2077_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.578514207340777, + "vlm_logprob": -0.578514207340777, + "vlm_yes_no_margin": 1.475, + "vlm_token_credit": -0.578514207340777, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.351351022720337 + ], + "opposite_logprob_tokens": [ + -0.10135100036859512 + ], + "logprob_reward": -2.351351022720337, + "yes_no_margin_reward": -2.25, + "token_credit_reward": -2.351351022720337, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1971399486064911, + 0.054831065237522125, + 0.06885328143835068, + 0.15370774269104004, + 0.045575227588415146, + 0.07401715219020844, + 0.12221723049879074, + 0.1296038031578064, + 0.12705287337303162, + 0.027001697570085526 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -2.351351022720337 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10048671811819077 + ], + "opposite_logprob_tokens": [ + -2.3504867553710938 + ], + "logprob_reward": -0.10048671811819077, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10048671811819077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11151717603206635, + 0.12089307606220245, + 0.061505645513534546, + 0.17332947254180908, + 0.05702413618564606, + 0.019933603703975677, + 0.06784924864768982, + 0.07491305470466614, + 0.24684646725654602, + 0.06618810445070267 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.10048671811819077 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014227737672626972 + ], + "opposite_logprob_tokens": [ + -4.264227867126465 + ], + "logprob_reward": -0.014227737672626972, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014227737672626972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3382229208946228, + 0.05836211517453194, + 0.11875057220458984, + 0.14988823235034943, + 0.02031669206917286, + 0.05289910361170769, + 0.047876838594675064, + 0.07104415446519852, + 0.12232447415590286, + 0.020314853638410568 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.014227737672626972 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11300262063741684 + ], + "opposite_logprob_tokens": [ + -2.2380025386810303 + ], + "logprob_reward": -0.11300262063741684, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11300262063741684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24600230157375336, + 0.22437651455402374, + 0.12474509328603745, + 0.06869331002235413, + 0.03235384821891785, + 0.06552575528621674, + 0.017751306295394897, + 0.058173950761556625, + 0.10438645631074905, + 0.05799149349331856 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.11300262063741684 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135029375553131 + ], + "opposite_logprob_tokens": [ + -1.3135029077529907 + ], + "logprob_reward": -0.3135029375553131, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135029375553131, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24013559520244598, + 0.12734143435955048, + 0.16520540416240692, + 0.053041912615299225, + 0.06717230379581451, + 0.04194974526762962, + 0.02159489318728447, + 0.11963274329900742, + 0.0868678092956543, + 0.07705812156200409 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.3135029375553131 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a chaotic handheld camera shot imbued with the iconic aesthetic of '80s anime, the frame shakes violently with the pounding wind, struggling to focus on a lone Sophora japonica tree. It's the epicenter of a ferocious storm, the sky churning into a maelstrom of deep purple and ominous magenta, while rough, high-contrast brushstrokes fill the background. The ancient Sophora japonica tree waged a desperate struggle, its stout trunk bent stubbornly to the brink of breaking under the relentless force of the hurricane, its twisted branches lashing wildly at the air like struggling arms. Torrential rain streaked across the frame like dense, white slashes, lashing the tree's gnarled, deeply cracked bark with a wet gleam in the dim light. Every shake of the camera captured the vivid details of the water coursing along the veins. Dark green leaves were ruthlessly torn off and danced wildly in the chaotic air currents. A dazzling flash of lightning instantly tore through the sky, illuminating this doomsday scene full of dynamic tension with a brief pale light, creating a primitive, intense and tragic visual atmosphere.", + "seed": 2078, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_5/index_3576_seed_2078_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.752573586255312, + "vlm_logprob": -0.752573586255312, + "vlm_yes_no_margin": 1.225, + "vlm_token_credit": -0.752573586255312, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.28895902633667 + ], + "opposite_logprob_tokens": [ + -0.03895895555615425 + ], + "logprob_reward": -3.28895902633667, + "yes_no_margin_reward": -3.25, + "token_credit_reward": -3.28895902633667, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19335809350013733, + 0.10245945304632187, + 0.039939600974321365, + 0.06056712567806244, + 0.028314540162682533, + 0.021276041865348816, + 0.21105492115020752, + 0.1704518347978592, + 0.08133558928966522, + 0.09124280512332916 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -3.28895902633667 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062291376292705536 + ], + "opposite_logprob_tokens": [ + -2.812291383743286 + ], + "logprob_reward": -0.062291376292705536, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062291376292705536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11708351224660873, + 0.0904676765203476, + 0.03329400345683098, + 0.052553851157426834, + 0.04922276362776756, + 0.0329565592110157, + 0.13271625339984894, + 0.2780940532684326, + 0.1861136555671692, + 0.02749772183597088 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.062291376292705536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02986612543463707 + ], + "opposite_logprob_tokens": [ + -3.5298662185668945 + ], + "logprob_reward": -0.02986612543463707, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02986612543463707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11245112121105194, + 0.10972904413938522, + 0.05560219660401344, + 0.0357683040201664, + 0.05652264878153801, + 0.014184883795678616, + 0.04687673598527908, + 0.36313411593437195, + 0.1565570831298828, + 0.04917391017079353 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.02986612543463707 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.201744943857193 + ], + "opposite_logprob_tokens": [ + -1.7017449140548706 + ], + "logprob_reward": -0.201744943857193, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.201744943857193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09351357817649841, + 0.06670673936605453, + 0.036314088851213455, + 0.07062679529190063, + 0.01834561675786972, + 0.04665391519665718, + 0.10089714080095291, + 0.37864115834236145, + 0.1467474400997162, + 0.041553568094968796 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.201744943857193 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot handheld and shaking violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a lone Sophora japonica tree with a stout, bent trunk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sky depicted as a maelstrom of deep purple and ominous magenta?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there dark green leaves being torn off and dancing wildly in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a dazzling flash of lightning briefly illuminate the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1800064593553543 + ], + "opposite_logprob_tokens": [ + -1.805006504058838 + ], + "logprob_reward": -0.1800064593553543, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1800064593553543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08124014735221863, + 0.04735419899225235, + 0.030731603503227234, + 0.1288950890302658, + 0.024756133556365967, + 0.03004376031458378, + 0.21002164483070374, + 0.23225976526737213, + 0.14523842930793762, + 0.0694592073559761 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.1800064593553543 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_6/index_tensor([7955, 7955])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_6/index_tensor([7955, 7955])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5fefe14061a221b1db79e0e27055d468bb961094 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_6/index_tensor([7955, 7955])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "powerful overhead shot, shot in high-frame-rate slow motion, captures a breathtaking moment: a massive, arrow-shaped metallic alien spacecraft violently tears through a thick, roiling storm cloud. Composed of a dark, non-reflective alloy, its surface covered in intricate geometric paneling and scarred by atmospheric passage, its massive bulk carves a vast chasm in the sea of clouds as it plummets downward. Filmed at high frame rate, every wisp of torn cloud and vaporized debris tumbles and dissipates around the vessel's edge in exquisite detail. Along its flank, energy conduits pulse with eerie blue and crimson light, casting an ominous halo on the surrounding clouds. As the camera tilts steadily downward, we see the spacecraft plummeting with terrifying precision towards the shadowed expanse of gleaming skyscrapers below. The entire scene is imbued with an overwhelming sense of scale and apocalyptic tension.", + "seed": 31116, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_6/index_7955_seed_31116_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04638950526714325, + "vlm_logprob": -0.04638950526714325, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.04638950526714325, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030241159722208977 + ], + "opposite_logprob_tokens": [ + -3.5302412509918213 + ], + "logprob_reward": -0.030241159722208977, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030241159722208977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06310798227787018, + 0.12321744114160538, + 0.07232070714235306, + 0.5040295720100403, + 0.07007772475481033, + 0.019908998161554337, + 0.04732174426317215, + 0.031507134437561035, + 0.021040266379714012, + 0.04746842756867409 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.030241159722208977 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307687282562256 + ], + "opposite_logprob_tokens": [ + -3.168076992034912 + ], + "logprob_reward": -0.04307687282562256, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307687282562256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10570783168077469, + 0.2009427696466446, + 0.061483774334192276, + 0.21726064383983612, + 0.04258757084608078, + 0.07013992965221405, + 0.12328378111124039, + 0.04546530544757843, + 0.05194704607129097, + 0.0811813548207283 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.04307687282562256 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254032090306282 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254032090306282, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254032090306282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11348491907119751, + 0.2493063062429428, + 0.0628468245267868, + 0.07505948096513748, + 0.037933167070150375, + 0.025845326483249664, + 0.056213587522506714, + 0.05802810937166214, + 0.05527143552899361, + 0.2660108208656311 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.005254032090306282 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634294331073761 + ], + "opposite_logprob_tokens": [ + -3.6513428688049316 + ], + "logprob_reward": -0.02634294331073761, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634294331073761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1295141726732254, + 0.12350199371576309, + 0.0804017037153244, + 0.1301625669002533, + 0.10304034501314163, + 0.022534197196364403, + 0.05066092684864998, + 0.048858944326639175, + 0.1889592707157135, + 0.12236585468053818 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.02634294331073761 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703251838684082 + ], + "opposite_logprob_tokens": [ + -2.127032518386841 + ], + "logprob_reward": -0.12703251838684082, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703251838684082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08855148404836655, + 0.06729213148355484, + 0.07411043345928192, + 0.3071242570877075, + 0.10135111212730408, + 0.05543812736868858, + 0.07877098023891449, + 0.07072816044092178, + 0.06184243783354759, + 0.09479085355997086 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.12703251838684082 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, shot in high-frame-rate slow motion, captures a breathtaking moment: a massive, arrow-shaped metallic alien spacecraft violently tears through a thick, roiling storm cloud. Composed of a dark, non-reflective alloy, its surface covered in intricate geometric paneling and scarred by atmospheric passage, its massive bulk carves a vast chasm in the sea of clouds as it plummets downward. Filmed at high frame rate, every wisp of torn cloud and vaporized debris tumbles and dissipates around the vessel's edge in exquisite detail. Along its flank, energy conduits pulse with eerie blue and crimson light, casting an ominous halo on the surrounding clouds. As the camera tilts steadily downward, we see the spacecraft plummeting with terrifying precision towards the shadowed expanse of gleaming skyscrapers below. The entire scene is imbued with an overwhelming sense of scale and apocalyptic tension.", + "seed": 31117, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_6/index_7955_seed_31117_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03988267965614796, + "vlm_logprob": -0.03988267965614796, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.03988267965614796, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013092504814267159 + ], + "opposite_logprob_tokens": [ + -4.388092517852783 + ], + "logprob_reward": -0.013092504814267159, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013092504814267159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04919621720910072, + 0.8016825914382935, + 0.02279595658183098, + 0.012864647433161736, + 0.011400497518479824, + 0.035472672432661057, + 0.009914654307067394, + 0.007407038472592831, + 0.031174514442682266, + 0.0180912334471941 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.013092504814267159 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811279311776161 + ], + "opposite_logprob_tokens": [ + -3.2881128787994385 + ], + "logprob_reward": -0.03811279311776161, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811279311776161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03532765805721283, + 0.7903550863265991, + 0.02793223410844803, + 0.011984328739345074, + 0.006295374128967524, + 0.03988056629896164, + 0.00878943782299757, + 0.020195377990603447, + 0.036570627242326736, + 0.022669393569231033 + ], + "top_frames": [ + 1, + 5, + 8 + ], + "selected_reward": -0.03811279311776161 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537943199276924 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012537943199276924, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537943199276924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13500142097473145, + 0.4713680148124695, + 0.24993307888507843, + 0.01949320174753666, + 0.012487761676311493, + 0.02300606109201908, + 0.014335122890770435, + 0.014628266915678978, + 0.03669951856136322, + 0.023047523573040962 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.012537943199276924 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634494617581367 + ], + "opposite_logprob_tokens": [ + -4.758634567260742 + ], + "logprob_reward": -0.008634494617581367, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634494617581367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033343274146318436, + 0.7230797410011292, + 0.03566426783800125, + 0.03194686397910118, + 0.022594885900616646, + 0.034671127796173096, + 0.01341678574681282, + 0.04746171087026596, + 0.02563571371138096, + 0.032185547053813934 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.008634494617581367 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703566253185272 + ], + "opposite_logprob_tokens": [ + -2.127035617828369 + ], + "logprob_reward": -0.12703566253185272, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703566253185272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03268815577030182, + 0.7179549932479858, + 0.022405261173844337, + 0.02588130719959736, + 0.018641823902726173, + 0.0344705767929554, + 0.017278864979743958, + 0.02959447167813778, + 0.06586344540119171, + 0.03522106260061264 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.12703566253185272 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, shot in high-frame-rate slow motion, captures a breathtaking moment: a massive, arrow-shaped metallic alien spacecraft violently tears through a thick, roiling storm cloud. Composed of a dark, non-reflective alloy, its surface covered in intricate geometric paneling and scarred by atmospheric passage, its massive bulk carves a vast chasm in the sea of clouds as it plummets downward. Filmed at high frame rate, every wisp of torn cloud and vaporized debris tumbles and dissipates around the vessel's edge in exquisite detail. Along its flank, energy conduits pulse with eerie blue and crimson light, casting an ominous halo on the surrounding clouds. As the camera tilts steadily downward, we see the spacecraft plummeting with terrifying precision towards the shadowed expanse of gleaming skyscrapers below. The entire scene is imbued with an overwhelming sense of scale and apocalyptic tension.", + "seed": 31118, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_6/index_7955_seed_31118_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05014470480382442, + "vlm_logprob": -0.05014470480382442, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.05014470480382442, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007862688973546028 + ], + "opposite_logprob_tokens": [ + -4.882862567901611 + ], + "logprob_reward": -0.007862688973546028, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007862688973546028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20267459750175476, + 0.03672760725021362, + 0.0704963281750679, + 0.2818696200847626, + 0.06446990370750427, + 0.10201291739940643, + 0.04819750413298607, + 0.03866133466362953, + 0.0272322166711092, + 0.12765799462795258 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.007862688973546028 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020595386624336243 + ], + "opposite_logprob_tokens": [ + -3.8955953121185303 + ], + "logprob_reward": -0.020595386624336243, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020595386624336243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09249415993690491, + 0.03792128339409828, + 0.08534456044435501, + 0.3484499752521515, + 0.049857232719659805, + 0.05436897650361061, + 0.06552853435277939, + 0.04944339767098427, + 0.09521196037530899, + 0.12137990444898605 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -0.020595386624336243 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639456048607826 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.004639456048607826, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639456048607826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24961040914058685, + 0.028735198080539703, + 0.05727595463395119, + 0.15071021020412445, + 0.07226822525262833, + 0.10790327936410904, + 0.09422332048416138, + 0.05998330935835838, + 0.04144606739282608, + 0.137844055891037 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.004639456048607826 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606355793774128 + ], + "opposite_logprob_tokens": [ + -4.141063690185547 + ], + "logprob_reward": -0.01606355793774128, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606355793774128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11220742017030716, + 0.035708047449588776, + 0.03930576518177986, + 0.05142466351389885, + 0.050300244241952896, + 0.0748048797249794, + 0.09335000067949295, + 0.08233251422643661, + 0.10135619342327118, + 0.3592103123664856 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.01606355793774128 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156243443489075 + ], + "opposite_logprob_tokens": [ + -1.7015624046325684 + ], + "logprob_reward": -0.20156243443489075, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156243443489075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20176930725574493, + 0.1061244085431099, + 0.08225148916244507, + 0.12977172434329987, + 0.05432627722620964, + 0.049331340938806534, + 0.08397925645112991, + 0.07447479665279388, + 0.12890726327896118, + 0.08906406909227371 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.20156243443489075 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, shot in high-frame-rate slow motion, captures a breathtaking moment: a massive, arrow-shaped metallic alien spacecraft violently tears through a thick, roiling storm cloud. Composed of a dark, non-reflective alloy, its surface covered in intricate geometric paneling and scarred by atmospheric passage, its massive bulk carves a vast chasm in the sea of clouds as it plummets downward. Filmed at high frame rate, every wisp of torn cloud and vaporized debris tumbles and dissipates around the vessel's edge in exquisite detail. Along its flank, energy conduits pulse with eerie blue and crimson light, casting an ominous halo on the surrounding clouds. As the camera tilts steadily downward, we see the spacecraft plummeting with terrifying precision towards the shadowed expanse of gleaming skyscrapers below. The entire scene is imbued with an overwhelming sense of scale and apocalyptic tension.", + "seed": 31119, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_6/index_7955_seed_31119_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04062328264117241, + "vlm_logprob": -0.04062328264117241, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.04062328264117241, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03501360863447189 + ], + "opposite_logprob_tokens": [ + -3.4100136756896973 + ], + "logprob_reward": -0.03501360863447189, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03501360863447189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1342058628797531, + 0.053687818348407745, + 0.43237966299057007, + 0.022000601515173912, + 0.06657388806343079, + 0.03133957460522652, + 0.07839438319206238, + 0.08880162239074707, + 0.04982736334204674, + 0.0427892729640007 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.03501360863447189 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043091148138046265 + ], + "opposite_logprob_tokens": [ + -3.168091058731079 + ], + "logprob_reward": -0.043091148138046265, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043091148138046265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2096950113773346, + 0.11287204176187515, + 0.10521310567855835, + 0.01920788176357746, + 0.05654263496398926, + 0.10381081700325012, + 0.15382345020771027, + 0.0808810442686081, + 0.06456173956394196, + 0.0933922827243805 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.043091148138046265 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644185960292816 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.008644185960292816, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644185960292816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06478098779916763, + 0.08554194122552872, + 0.16946282982826233, + 0.03749217838048935, + 0.0475071519613266, + 0.03601879999041557, + 0.0600544698536396, + 0.11387930810451508, + 0.1838301122188568, + 0.2014322280883789 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.008644185960292816 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062971204519272 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.016062971204519272, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062971204519272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13746215403079987, + 0.04532522335648537, + 0.20009227097034454, + 0.035782501101493835, + 0.08338400721549988, + 0.05142424628138542, + 0.15703237056732178, + 0.09878836572170258, + 0.11364768445491791, + 0.07706122100353241 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.016062971204519272 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, arrow-shaped metallic alien spacecraft?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the spacecraft's surface dark, non-reflective, and covered in intricate geometric paneling with scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are energy conduits visible along the spacecraft's flank pulsing with blue and crimson light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward to show the spacecraft plummeting toward skyscrapers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in high-frame-rate slow motion showing torn clouds and debris tumbling in detail?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003044992685318 + ], + "opposite_logprob_tokens": [ + -2.35030460357666 + ], + "logprob_reward": -0.1003044992685318, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003044992685318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0742623582482338, + 0.049537841230630875, + 0.4557853043079376, + 0.04495946690440178, + 0.07289202511310577, + 0.06391468644142151, + 0.06280998140573502, + 0.054718017578125, + 0.10339386761188507, + 0.01772640086710453 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.1003044992685318 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_7/index_tensor([6678, 6678])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_7/index_tensor([6678, 6678])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0a0817ffdcd632ebf5cf3c0bd6cef9b8dff01faa --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_7/index_tensor([6678, 6678])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera, in a smooth, 360-degree panning shot, slowly pans around a man in a courtyard suspended above a sea of clouds. In the center of the courtyard, this handsome man with an ethereal presence, his waist-length jet-black hair gently brushes his chiseled features. He wears a rich, smooth silk robe of a deep midnight blue. The wide cuffs and lapels are meticulously embroidered with intricate patterns of stars and flowing clouds in silver thread, shimmering with a subtle luster in the dim light. With focused, careful hands, he holds a delicate, crescent-shaped silver vessel. Steadily and deliberately, he tilts it, and a dazzling stream of light, composed of countless shimmering particles, like a liquid galaxy, slowly flows out, pouring down upon a unique flower growing in a white marble pot before him. The flower is composed entirely of transparent crystal, its petals perfectly faceted. As the starlight touches it, the entire blossom instantly illuminates from within, emitting a rainbow-like, shifting halo. As the camera rotates, the background scene unfolds: the courtyard is bordered by an intricately carved white jade railing, its texture as gentle as jade. Organically entwined with exotic vines emitting a soft blue glow, their leaves seemingly composed of solidified light. Beyond the railing lies an endless, swirling sea of clouds, dyed a lavender by celestial light. The deep night sky is dotted with distant nebulae and stars, creating an atmosphere of tranquility, sacredness, and a sense of wonder.", + "seed": 31784, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_7/index_6678_seed_31784_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11667876839637756, + "vlm_logprob": -0.11667876839637756, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.11667876839637756, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4326234757900238 + ], + "opposite_logprob_tokens": [ + -1.0576235055923462 + ], + "logprob_reward": -0.4326234757900238, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4326234757900238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06602705270051956, + 0.02880028821527958, + 0.13620367646217346, + 0.032232511788606644, + 0.38791272044181824, + 0.08422283083200455, + 0.07519073039293289, + 0.1553659737110138, + 0.01732044108211994, + 0.016723792999982834 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.4326234757900238 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0380992516875267 + ], + "opposite_logprob_tokens": [ + -3.2880992889404297 + ], + "logprob_reward": -0.0380992516875267, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0380992516875267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054008353501558304, + 0.015078570693731308, + 0.33812886476516724, + 0.016145974397659302, + 0.33857986330986023, + 0.06420328468084335, + 0.030605832114815712, + 0.1084403470158577, + 0.01734863966703415, + 0.017460256814956665 + ], + "top_frames": [ + 4, + 2, + 7 + ], + "selected_reward": -0.0380992516875267 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539591640233994 + ], + "opposite_logprob_tokens": [ + -4.387539386749268 + ], + "logprob_reward": -0.012539591640233994, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539591640233994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11210973560810089, + 0.034494347870349884, + 0.1777763068675995, + 0.020994409918785095, + 0.31189480423927307, + 0.06679060310125351, + 0.026207655668258667, + 0.20598435401916504, + 0.015964264050126076, + 0.027783526107668877 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.012539591640233994 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062041450291872025 + ], + "opposite_logprob_tokens": [ + -2.8120415210723877 + ], + "logprob_reward": -0.062041450291872025, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062041450291872025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06388797610998154, + 0.016772577539086342, + 0.17169304192066193, + 0.02191951498389244, + 0.4689776301383972, + 0.02533584274351597, + 0.026661459356546402, + 0.1459675431251526, + 0.02986788935959339, + 0.028916534036397934 + ], + "top_frames": [ + 4, + 2, + 7 + ], + "selected_reward": -0.062041450291872025 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809007257223129 + ], + "opposite_logprob_tokens": [ + -3.2880899906158447 + ], + "logprob_reward": -0.03809007257223129, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809007257223129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09329826384782791, + 0.021924011409282684, + 0.21216383576393127, + 0.030813362449407578, + 0.022534597665071487, + 0.10298147052526474, + 0.02046147920191288, + 0.287397563457489, + 0.14062313735485077, + 0.06780225783586502 + ], + "top_frames": [ + 7, + 2, + 8 + ], + "selected_reward": -0.03809007257223129 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera, in a smooth, 360-degree panning shot, slowly pans around a man in a courtyard suspended above a sea of clouds. In the center of the courtyard, this handsome man with an ethereal presence, his waist-length jet-black hair gently brushes his chiseled features. He wears a rich, smooth silk robe of a deep midnight blue. The wide cuffs and lapels are meticulously embroidered with intricate patterns of stars and flowing clouds in silver thread, shimmering with a subtle luster in the dim light. With focused, careful hands, he holds a delicate, crescent-shaped silver vessel. Steadily and deliberately, he tilts it, and a dazzling stream of light, composed of countless shimmering particles, like a liquid galaxy, slowly flows out, pouring down upon a unique flower growing in a white marble pot before him. The flower is composed entirely of transparent crystal, its petals perfectly faceted. As the starlight touches it, the entire blossom instantly illuminates from within, emitting a rainbow-like, shifting halo. As the camera rotates, the background scene unfolds: the courtyard is bordered by an intricately carved white jade railing, its texture as gentle as jade. Organically entwined with exotic vines emitting a soft blue glow, their leaves seemingly composed of solidified light. Beyond the railing lies an endless, swirling sea of clouds, dyed a lavender by celestial light. The deep night sky is dotted with distant nebulae and stars, creating an atmosphere of tranquility, sacredness, and a sense of wonder.", + "seed": 31785, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_7/index_6678_seed_31785_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3059686623513699, + "vlm_logprob": -0.3059686623513699, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.3059686623513699, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.411104679107666 + ], + "opposite_logprob_tokens": [ + -0.2861047089099884 + ], + "logprob_reward": -1.411104679107666, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.411104679107666, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2839616537094116, + 0.042548298835754395, + 0.13662013411521912, + 0.275470495223999, + 0.045812517404556274, + 0.039055585861206055, + 0.09898268431425095, + 0.030273154377937317, + 0.015454834327101707, + 0.03182067722082138 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -1.411104679107666 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048665452748537064 + ], + "opposite_logprob_tokens": [ + -3.0486655235290527 + ], + "logprob_reward": -0.048665452748537064, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048665452748537064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25612956285476685, + 0.05828902870416641, + 0.09076360613107681, + 0.2852509021759033, + 0.09430740028619766, + 0.04232364147901535, + 0.08476358652114868, + 0.022216781973838806, + 0.04206307604908943, + 0.023892447352409363 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.048665452748537064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194913864135742 + ], + "opposite_logprob_tokens": [ + -4.018195152282715 + ], + "logprob_reward": -0.018194913864135742, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018194913864135742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08718205988407135, + 0.039023637771606445, + 0.08774980157613754, + 0.6616222262382507, + 0.028909431770443916, + 0.01718798279762268, + 0.03662291169166565, + 0.018380340188741684, + 0.011285738088190556, + 0.012035832740366459 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.018194913864135742 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033697985112667084 + ], + "opposite_logprob_tokens": [ + -3.408698081970215 + ], + "logprob_reward": -0.033697985112667084, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033697985112667084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20097795128822327, + 0.0385100394487381, + 0.09446359425783157, + 0.37896427512168884, + 0.05462852865457535, + 0.030387921258807182, + 0.04565418139100075, + 0.11236429214477539, + 0.015422334894537926, + 0.028626950457692146 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.033697985112667084 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180280923843384 + ], + "opposite_logprob_tokens": [ + -4.0181803703308105 + ], + "logprob_reward": -0.018180280923843384, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018180280923843384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2878209054470062, + 0.05268678069114685, + 0.0891677513718605, + 0.07794028520584106, + 0.10134885460138321, + 0.0398893877863884, + 0.2628019154071808, + 0.03823751583695412, + 0.014300468377768993, + 0.03580609709024429 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.018180280923843384 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera, in a smooth, 360-degree panning shot, slowly pans around a man in a courtyard suspended above a sea of clouds. In the center of the courtyard, this handsome man with an ethereal presence, his waist-length jet-black hair gently brushes his chiseled features. He wears a rich, smooth silk robe of a deep midnight blue. The wide cuffs and lapels are meticulously embroidered with intricate patterns of stars and flowing clouds in silver thread, shimmering with a subtle luster in the dim light. With focused, careful hands, he holds a delicate, crescent-shaped silver vessel. Steadily and deliberately, he tilts it, and a dazzling stream of light, composed of countless shimmering particles, like a liquid galaxy, slowly flows out, pouring down upon a unique flower growing in a white marble pot before him. The flower is composed entirely of transparent crystal, its petals perfectly faceted. As the starlight touches it, the entire blossom instantly illuminates from within, emitting a rainbow-like, shifting halo. As the camera rotates, the background scene unfolds: the courtyard is bordered by an intricately carved white jade railing, its texture as gentle as jade. Organically entwined with exotic vines emitting a soft blue glow, their leaves seemingly composed of solidified light. Beyond the railing lies an endless, swirling sea of clouds, dyed a lavender by celestial light. The deep night sky is dotted with distant nebulae and stars, creating an atmosphere of tranquility, sacredness, and a sense of wonder.", + "seed": 31786, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_7/index_6678_seed_31786_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.33865486849099397, + "vlm_logprob": -0.33865486849099397, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.33865486849099397, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6029976606369019 + ], + "opposite_logprob_tokens": [ + -0.22799769043922424 + ], + "logprob_reward": -1.6029976606369019, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6029976606369019, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1150912269949913, + 0.03907042741775513, + 0.04249339923262596, + 0.09989812970161438, + 0.058013539761304855, + 0.04185042530298233, + 0.09297744929790497, + 0.1941382735967636, + 0.16218146681785583, + 0.15428565442562103 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -1.6029976606369019 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337274894118309 + ], + "opposite_logprob_tokens": [ + -3.4087274074554443 + ], + "logprob_reward": -0.0337274894118309, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337274894118309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19188958406448364, + 0.036466095596551895, + 0.051168978214263916, + 0.05893080681562424, + 0.1459188014268875, + 0.06892578303813934, + 0.07671908289194107, + 0.15093471109867096, + 0.10836388915777206, + 0.11068234592676163 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.0337274894118309 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012548303231596947 + ], + "opposite_logprob_tokens": [ + -4.387548446655273 + ], + "logprob_reward": -0.012548303231596947, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012548303231596947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.098326675593853, + 0.04782481491565704, + 0.03565927967429161, + 0.12545688450336456, + 0.314496248960495, + 0.03575941547751427, + 0.043716512620449066, + 0.1436169296503067, + 0.10135753452777863, + 0.05378570035099983 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.012548303231596947 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980699948966503 + ], + "opposite_logprob_tokens": [ + -3.5298070907592773 + ], + "logprob_reward": -0.02980699948966503, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980699948966503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06256978213787079, + 0.03578142449259758, + 0.03637508675456047, + 0.030509836971759796, + 0.35326334834098816, + 0.10183461010456085, + 0.04424044117331505, + 0.10291483253240585, + 0.16153109073638916, + 0.07097959518432617 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.02980699948966503 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193889684975147 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014193889684975147, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193889684975147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1438179761171341, + 0.17112642526626587, + 0.0762629434466362, + 0.03135434538125992, + 0.11841919273138046, + 0.04687493294477463, + 0.04479711502790451, + 0.08410199731588364, + 0.08399897068738937, + 0.19924606382846832 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.014193889684975147 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera, in a smooth, 360-degree panning shot, slowly pans around a man in a courtyard suspended above a sea of clouds. In the center of the courtyard, this handsome man with an ethereal presence, his waist-length jet-black hair gently brushes his chiseled features. He wears a rich, smooth silk robe of a deep midnight blue. The wide cuffs and lapels are meticulously embroidered with intricate patterns of stars and flowing clouds in silver thread, shimmering with a subtle luster in the dim light. With focused, careful hands, he holds a delicate, crescent-shaped silver vessel. Steadily and deliberately, he tilts it, and a dazzling stream of light, composed of countless shimmering particles, like a liquid galaxy, slowly flows out, pouring down upon a unique flower growing in a white marble pot before him. The flower is composed entirely of transparent crystal, its petals perfectly faceted. As the starlight touches it, the entire blossom instantly illuminates from within, emitting a rainbow-like, shifting halo. As the camera rotates, the background scene unfolds: the courtyard is bordered by an intricately carved white jade railing, its texture as gentle as jade. Organically entwined with exotic vines emitting a soft blue glow, their leaves seemingly composed of solidified light. Beyond the railing lies an endless, swirling sea of clouds, dyed a lavender by celestial light. The deep night sky is dotted with distant nebulae and stars, creating an atmosphere of tranquility, sacredness, and a sense of wonder.", + "seed": 31787, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_7/index_6678_seed_31787_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4839468695223331, + "vlm_logprob": -0.4839468695223331, + "vlm_yes_no_margin": 1.725, + "vlm_token_credit": -0.4839468695223331, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.1285219192504883 + ], + "opposite_logprob_tokens": [ + -0.12852181494235992 + ], + "logprob_reward": -2.1285219192504883, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.1285219192504883, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1892886459827423, + 0.045939184725284576, + 0.0462702251970768, + 0.023047445341944695, + 0.2430657297372818, + 0.06608608365058899, + 0.2546018362045288, + 0.05517160892486572, + 0.04415999352931976, + 0.032369256019592285 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -2.1285219192504883 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07008349895477295 + ], + "opposite_logprob_tokens": [ + -2.6950836181640625 + ], + "logprob_reward": -0.07008349895477295, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07008349895477295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15273799002170563, + 0.06532019376754761, + 0.0622689351439476, + 0.037841036915779114, + 0.25399118661880493, + 0.048479918390512466, + 0.19371433556079865, + 0.05737146735191345, + 0.08014040440320969, + 0.04813457280397415 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.07008349895477295 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005949318408966 + ], + "opposite_logprob_tokens": [ + -2.6950595378875732 + ], + "logprob_reward": -0.07005949318408966, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005949318408966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19848451018333435, + 0.06437571346759796, + 0.07742448896169662, + 0.05630703642964363, + 0.14437773823738098, + 0.040887631475925446, + 0.20053814351558685, + 0.08711618185043335, + 0.06524528563022614, + 0.06524324417114258 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.07005949318408966 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296375840902328 + ], + "opposite_logprob_tokens": [ + -2.2379636764526367 + ], + "logprob_reward": -0.11296375840902328, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296375840902328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1429910510778427, + 0.0554003082215786, + 0.09894515573978424, + 0.039856236428022385, + 0.14062188565731049, + 0.051088206470012665, + 0.2167353332042694, + 0.05959397181868553, + 0.06342972069978714, + 0.13133811950683594 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.11296375840902328 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth 360-degree panning shot around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central subject a man with waist-length jet-black hair wearing a deep midnight blue silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a delicate crescent-shaped silver vessel from which a stream of shimmering particles flows out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a flower made of transparent crystal in a white marble pot that illuminates with a rainbow-like halo when touched by the light stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background environment a courtyard with white jade railings, glowing blue vines, and a lavender sea of clouds under a starry night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810567781329155 + ], + "opposite_logprob_tokens": [ + -3.2881057262420654 + ], + "logprob_reward": -0.03810567781329155, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810567781329155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23624303936958313, + 0.03544023633003235, + 0.05346698686480522, + 0.10070574283599854, + 0.05822869762778282, + 0.07617449760437012, + 0.1602969765663147, + 0.06639862805604935, + 0.08746173232793808, + 0.1255834996700287 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.03810567781329155 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_8/index_tensor([7843, 7843])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_8/index_tensor([7843, 7843])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b5565f3954a78e3e0fd020632d7693f1c27f60d5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_8/index_tensor([7843, 7843])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic slow-motion shot begins from an upward perspective, then slowly pulls back to reveal a grand scene. Atop a precipitous peak, a knight stands braving the fierce wind. He wears a wide-sleeved, dark cyan silk and linen blend Hanfu (Chinese traditional clothing). The wide sleeves and layered hem are lifted high in the fierce mountain breeze, like wings. His inky black hair dances wildly back in the wind, a few strands brushing against his chiseled, resolute features. His feet are firmly planted on the weathered gray-black rock, his body leaning back slightly, his brow furrowed as he roars heavenward with all his might. The veins in his neck are clearly visible from the effort. As the camera pulls out, a swirling sea of clouds appears beneath him. Thick clouds drift slowly across the mountain range. The sky is a gloomy, leaden gray, with only a hint of pale light piercing the distant horizon, casting a cold, even, diffuse light over the entire scene. The main colors of the entire picture are cold blue, gray and black, full of epic loneliness and indomitable heroism, which fully expresses the ultimate tension and majestic momentum in martial arts aesthetics.", + "seed": 21861, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_8/index_7843_seed_21861_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06127909291535616, + "vlm_logprob": -0.06127909291535616, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.06127909291535616, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02766931802034378 + ], + "opposite_logprob_tokens": [ + -3.6526694297790527 + ], + "logprob_reward": -0.02766931802034378, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02766931802034378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29178258776664734, + 0.07681496441364288, + 0.17472809553146362, + 0.12784503400325775, + 0.06929615139961243, + 0.052437104284763336, + 0.03743131086230278, + 0.04552239552140236, + 0.07686864584684372, + 0.047273702919483185 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.02766931802034378 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309479892253876 + ], + "opposite_logprob_tokens": [ + -3.1680948734283447 + ], + "logprob_reward": -0.04309479892253876, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309479892253876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1038336232304573, + 0.20842522382736206, + 0.08316386491060257, + 0.15430139005184174, + 0.1425623744726181, + 0.16653570532798767, + 0.02511817030608654, + 0.039055075496435165, + 0.02858066000044346, + 0.04842393845319748 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.04309479892253876 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790615178644657 + ], + "opposite_logprob_tokens": [ + -4.634790420532227 + ], + "logprob_reward": -0.009790615178644657, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790615178644657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08285396546125412, + 0.11578473448753357, + 0.06730400770902634, + 0.20502924919128418, + 0.1963350921869278, + 0.1769685298204422, + 0.03055647760629654, + 0.04312323033809662, + 0.0349070206284523, + 0.04713767394423485 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.009790615178644657 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292979121208191 + ], + "opposite_logprob_tokens": [ + -2.2379298210144043 + ], + "logprob_reward": -0.11292979121208191, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292979121208191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07311425358057022, + 0.1772162914276123, + 0.12601636350154877, + 0.1521054059267044, + 0.10711340606212616, + 0.10063103586435318, + 0.04538767784833908, + 0.04061673954129219, + 0.07768025994300842, + 0.10011863708496094 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.11292979121208191 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291094124317169 + ], + "opposite_logprob_tokens": [ + -2.2379109859466553 + ], + "logprob_reward": -0.11291094124317169, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291094124317169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3382810950279236, + 0.1282252073287964, + 0.13777513802051544, + 0.07189512997865677, + 0.1286955028772354, + 0.06757937371730804, + 0.05308718606829643, + 0.02051875926554203, + 0.022009694948792458, + 0.031932853162288666 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.11291094124317169 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic slow-motion shot begins from an upward perspective, then slowly pulls back to reveal a grand scene. Atop a precipitous peak, a knight stands braving the fierce wind. He wears a wide-sleeved, dark cyan silk and linen blend Hanfu (Chinese traditional clothing). The wide sleeves and layered hem are lifted high in the fierce mountain breeze, like wings. His inky black hair dances wildly back in the wind, a few strands brushing against his chiseled, resolute features. His feet are firmly planted on the weathered gray-black rock, his body leaning back slightly, his brow furrowed as he roars heavenward with all his might. The veins in his neck are clearly visible from the effort. As the camera pulls out, a swirling sea of clouds appears beneath him. Thick clouds drift slowly across the mountain range. The sky is a gloomy, leaden gray, with only a hint of pale light piercing the distant horizon, casting a cold, even, diffuse light over the entire scene. The main colors of the entire picture are cold blue, gray and black, full of epic loneliness and indomitable heroism, which fully expresses the ultimate tension and majestic momentum in martial arts aesthetics.", + "seed": 21862, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_8/index_7843_seed_21862_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12069928385317326, + "vlm_logprob": -0.12069928385317326, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.12069928385317326, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008558381348848343 + ], + "opposite_logprob_tokens": [ + -4.88355827331543 + ], + "logprob_reward": -0.008558381348848343, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008558381348848343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30198153853416443, + 0.09386490285396576, + 0.05273513123393059, + 0.053639717400074005, + 0.07077804207801819, + 0.058885276317596436, + 0.046739451587200165, + 0.1334015130996704, + 0.06587179005146027, + 0.12210263311862946 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.008558381348848343 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026378009468317032 + ], + "opposite_logprob_tokens": [ + -3.6513779163360596 + ], + "logprob_reward": -0.026378009468317032, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026378009468317032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20154453814029694, + 0.1365138739347458, + 0.0916183814406395, + 0.046063486486673355, + 0.02721509151160717, + 0.09197277575731277, + 0.08252443373203278, + 0.09071335196495056, + 0.03681449592113495, + 0.19501960277557373 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.026378009468317032 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052610281854867935 + ], + "opposite_logprob_tokens": [ + -5.255260944366455 + ], + "logprob_reward": -0.0052610281854867935, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052610281854867935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1647607386112213, + 0.08086206018924713, + 0.19374506175518036, + 0.09228960424661636, + 0.07549362629652023, + 0.05844569578766823, + 0.0649586021900177, + 0.06311163306236267, + 0.044621024280786514, + 0.16171200573444366 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0052610281854867935 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890434980392456 + ], + "opposite_logprob_tokens": [ + -2.464043617248535 + ], + "logprob_reward": -0.0890434980392456, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890434980392456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22307083010673523, + 0.12551046907901764, + 0.0948520377278328, + 0.057417940348386765, + 0.0675388053059578, + 0.039709221571683884, + 0.08615587651729584, + 0.10607872903347015, + 0.09599513560533524, + 0.10367096960544586 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0890434980392456 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742555022239685 + ], + "opposite_logprob_tokens": [ + -0.9742555022239685 + ], + "logprob_reward": -0.4742555022239685, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742555022239685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14788976311683655, + 0.09629299491643906, + 0.09556720405817032, + 0.08450355380773544, + 0.09021651744842529, + 0.04039077088236809, + 0.04935894161462784, + 0.11356965452432632, + 0.0988071858882904, + 0.1834033727645874 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.4742555022239685 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic slow-motion shot begins from an upward perspective, then slowly pulls back to reveal a grand scene. Atop a precipitous peak, a knight stands braving the fierce wind. He wears a wide-sleeved, dark cyan silk and linen blend Hanfu (Chinese traditional clothing). The wide sleeves and layered hem are lifted high in the fierce mountain breeze, like wings. His inky black hair dances wildly back in the wind, a few strands brushing against his chiseled, resolute features. His feet are firmly planted on the weathered gray-black rock, his body leaning back slightly, his brow furrowed as he roars heavenward with all his might. The veins in his neck are clearly visible from the effort. As the camera pulls out, a swirling sea of clouds appears beneath him. Thick clouds drift slowly across the mountain range. The sky is a gloomy, leaden gray, with only a hint of pale light piercing the distant horizon, casting a cold, even, diffuse light over the entire scene. The main colors of the entire picture are cold blue, gray and black, full of epic loneliness and indomitable heroism, which fully expresses the ultimate tension and majestic momentum in martial arts aesthetics.", + "seed": 21863, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_8/index_7843_seed_21863_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06288677817210556, + "vlm_logprob": -0.06288677817210556, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.06288677817210556, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008013124577701092 + ], + "opposite_logprob_tokens": [ + -4.8830132484436035 + ], + "logprob_reward": -0.008013124577701092, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008013124577701092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1597978174686432, + 0.1138976663351059, + 0.07780560106039047, + 0.09660931676626205, + 0.29940444231033325, + 0.04687156528234482, + 0.0584297850728035, + 0.02489207312464714, + 0.05894408002495766, + 0.06334757804870605 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.008013124577701092 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043089888989925385 + ], + "opposite_logprob_tokens": [ + -3.1680898666381836 + ], + "logprob_reward": -0.043089888989925385, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043089888989925385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1805305927991867, + 0.06327681988477707, + 0.25919389724731445, + 0.09198455512523651, + 0.18594734370708466, + 0.02687862329185009, + 0.044024866074323654, + 0.04901117458939552, + 0.04984631389379501, + 0.04930584877729416 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.043089888989925385 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040996563620865345 + ], + "opposite_logprob_tokens": [ + -5.5040998458862305 + ], + "logprob_reward": -0.0040996563620865345, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040996563620865345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0509854294359684, + 0.032939013093709946, + 0.46625518798828125, + 0.09045252203941345, + 0.11631430685520172, + 0.051698196679353714, + 0.05874950438737869, + 0.03524098917841911, + 0.032113559544086456, + 0.06525139510631561 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.0040996563620865345 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033696141093969345 + ], + "opposite_logprob_tokens": [ + -3.408696174621582 + ], + "logprob_reward": -0.033696141093969345, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033696141093969345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09710269421339035, + 0.05295257642865181, + 0.20083408057689667, + 0.12845221161842346, + 0.17847996950149536, + 0.14103581011295319, + 0.05392539128661156, + 0.027584809809923172, + 0.036775652319192886, + 0.08285674452781677 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.033696141093969345 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255350798368454 + ], + "opposite_logprob_tokens": [ + -1.6005350351333618 + ], + "logprob_reward": -0.2255350798368454, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255350798368454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10650168359279633, + 0.04384521022439003, + 0.32743024826049805, + 0.12630626559257507, + 0.0725926086306572, + 0.024934660643339157, + 0.06962362676858902, + 0.06684759259223938, + 0.05468049645423889, + 0.10723759233951569 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.2255350798368454 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic slow-motion shot begins from an upward perspective, then slowly pulls back to reveal a grand scene. Atop a precipitous peak, a knight stands braving the fierce wind. He wears a wide-sleeved, dark cyan silk and linen blend Hanfu (Chinese traditional clothing). The wide sleeves and layered hem are lifted high in the fierce mountain breeze, like wings. His inky black hair dances wildly back in the wind, a few strands brushing against his chiseled, resolute features. His feet are firmly planted on the weathered gray-black rock, his body leaning back slightly, his brow furrowed as he roars heavenward with all his might. The veins in his neck are clearly visible from the effort. As the camera pulls out, a swirling sea of clouds appears beneath him. Thick clouds drift slowly across the mountain range. The sky is a gloomy, leaden gray, with only a hint of pale light piercing the distant horizon, casting a cold, even, diffuse light over the entire scene. The main colors of the entire picture are cold blue, gray and black, full of epic loneliness and indomitable heroism, which fully expresses the ultimate tension and majestic momentum in martial arts aesthetics.", + "seed": 21864, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_8/index_7843_seed_21864_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1291212346404791, + "vlm_logprob": -0.1291212346404791, + "vlm_yes_no_margin": 3.149999976158142, + "vlm_token_credit": -0.1291212346404791, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011994617059826851 + ], + "opposite_logprob_tokens": [ + -4.5119948387146 + ], + "logprob_reward": -0.011994617059826851, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011994617059826851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6008599400520325, + 0.07115212827920914, + 0.12356839329004288, + 0.04461123049259186, + 0.06319397687911987, + 0.015433980152010918, + 0.022720877081155777, + 0.01575707085430622, + 0.015432520769536495, + 0.0272698812186718 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.011994617059826851 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026369184255599976 + ], + "opposite_logprob_tokens": [ + -3.651369094848633 + ], + "logprob_reward": -0.026369184255599976, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026369184255599976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6667467951774597, + 0.05458338186144829, + 0.03934063762426376, + 0.04350002110004425, + 0.025871682912111282, + 0.05558696389198303, + 0.028170647099614143, + 0.022324251011013985, + 0.04422638937830925, + 0.019649235531687737 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.026369184255599976 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954977124929428 + ], + "opposite_logprob_tokens": [ + -5.130954742431641 + ], + "logprob_reward": -0.005954977124929428, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954977124929428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39121997356414795, + 0.07332126051187515, + 0.0660037100315094, + 0.0497957319021225, + 0.07925387471914291, + 0.03959018364548683, + 0.05655859410762787, + 0.1267697513103485, + 0.07315666973590851, + 0.04433029517531395 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.005954977124929428 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270485818386078 + ], + "opposite_logprob_tokens": [ + -2.1270484924316406 + ], + "logprob_reward": -0.1270485818386078, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270485818386078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7754318118095398, + 0.04625624790787697, + 0.02318209782242775, + 0.022523414343595505, + 0.010117925703525543, + 0.03528612479567528, + 0.023021286353468895, + 0.017739312723279, + 0.03240986913442612, + 0.01403192337602377 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.1270485818386078 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set atop a precipitous peak with a swirling sea of clouds beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a knight wearing a dark cyan silk and linen blend Hanfu with wide sleeves and a layered hem visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the knight's wide sleeves and layered hem lifted high by the wind like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the knight leaning back with his feet firmly planted on weathered gray-black rock while roaring heavenward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera begin from an upward perspective and slowly pull back to reveal the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742388129234314 + ], + "opposite_logprob_tokens": [ + -0.9742388129234314 + ], + "logprob_reward": -0.4742388129234314, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742388129234314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6167575120925903, + 0.1182175874710083, + 0.07349741458892822, + 0.038395415991544724, + 0.04497569054365158, + 0.023051084950566292, + 0.02982163429260254, + 0.0159135889261961, + 0.02766452357172966, + 0.01170553918927908 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.4742388129234314 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_9/index_tensor([6053, 6053])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_9/index_tensor([6053, 6053])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fd627be22689444602a2b76e84c1a38759cf741a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_9/index_tensor([6053, 6053])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic, eye-level close-up, rendered in the vibrant Pixar animation style, focuses on a lovable, pig-like demon. This creature, with smooth, soft pink skin and a plump, rounded body, sits innocently on the surface of a large, heart-shaped leaf. Its face is dominated by large, expressive emerald green eyes, wide and filled with wonder, reflecting the surrounding light with a lustrous sheen. Just above its eyebrows, two glossy, deep purple horns begin to sprout, their dark color creating a soft contrast against its pink complexion. The massive leaf beneath it is a deep green, covered in glistening, spherical dewdrops that catch the light like tiny gemstones. When the breeze blows, the leaves ripple in a slow, rhythmic pattern, causing the demon to sway gently and deliberately back and forth, its body moving in perfect, effortless sync with the natural movements. Its face is a look of pure, captivated wonder, its mouth slightly open. The scene is illuminated by soft, warm, golden hour light that filters through the dense tree canopy, creating a shallow depth of field that blurs the lush green forest background into a beautiful, painterly bokeh of overlapping shapes and colors, creating a serene and magical atmosphere.", + "seed": 14818, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_9/index_6053_seed_14818_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.092361980676651, + "vlm_logprob": -0.092361980676651, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.092361980676651, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014587770216166973 + ], + "opposite_logprob_tokens": [ + -4.264587879180908 + ], + "logprob_reward": -0.014587770216166973, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014587770216166973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24930483102798462, + 0.16099728643894196, + 0.08467110246419907, + 0.07822965830564499, + 0.0907125398516655, + 0.09113071113824844, + 0.09813477098941803, + 0.04953461512923241, + 0.03756733983755112, + 0.0597170852124691 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.014587770216166973 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787782095372677 + ], + "opposite_logprob_tokens": [ + -4.634787559509277 + ], + "logprob_reward": -0.009787782095372677, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787782095372677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15832899510860443, + 0.05706704407930374, + 0.07667388767004013, + 0.049137428402900696, + 0.1042618528008461, + 0.156418576836586, + 0.19406239688396454, + 0.14811666309833527, + 0.0205376036465168, + 0.03539558872580528 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.009787782095372677 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787900373339653 + ], + "opposite_logprob_tokens": [ + -4.6347880363464355 + ], + "logprob_reward": -0.009787900373339653, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787900373339653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21606464684009552, + 0.09665022045373917, + 0.06631270051002502, + 0.05384555459022522, + 0.08585608005523682, + 0.15250135958194733, + 0.16494251787662506, + 0.10933071374893188, + 0.016458595171570778, + 0.03803763911128044 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.009787900373339653 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901125401258469 + ], + "opposite_logprob_tokens": [ + -2.5790112018585205 + ], + "logprob_reward": -0.07901125401258469, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901125401258469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1091151013970375, + 0.07887832820415497, + 0.040349166840314865, + 0.04023424908518791, + 0.1178370788693428, + 0.19442923367023468, + 0.21452344954013824, + 0.1867106407880783, + 0.008645065128803253, + 0.009277591481804848 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.07901125401258469 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.348635196685791 + ], + "opposite_logprob_tokens": [ + -1.223635196685791 + ], + "logprob_reward": -0.348635196685791, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.348635196685791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1828446090221405, + 0.1467822790145874, + 0.06489527225494385, + 0.05380519479513168, + 0.162506103515625, + 0.04830403998494148, + 0.07861600071191788, + 0.11451559513807297, + 0.09240718930959702, + 0.055323775857686996 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.348635196685791 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, eye-level close-up, rendered in the vibrant Pixar animation style, focuses on a lovable, pig-like demon. This creature, with smooth, soft pink skin and a plump, rounded body, sits innocently on the surface of a large, heart-shaped leaf. Its face is dominated by large, expressive emerald green eyes, wide and filled with wonder, reflecting the surrounding light with a lustrous sheen. Just above its eyebrows, two glossy, deep purple horns begin to sprout, their dark color creating a soft contrast against its pink complexion. The massive leaf beneath it is a deep green, covered in glistening, spherical dewdrops that catch the light like tiny gemstones. When the breeze blows, the leaves ripple in a slow, rhythmic pattern, causing the demon to sway gently and deliberately back and forth, its body moving in perfect, effortless sync with the natural movements. Its face is a look of pure, captivated wonder, its mouth slightly open. The scene is illuminated by soft, warm, golden hour light that filters through the dense tree canopy, creating a shallow depth of field that blurs the lush green forest background into a beautiful, painterly bokeh of overlapping shapes and colors, creating a serene and magical atmosphere.", + "seed": 14819, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_9/index_6053_seed_14819_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03693639519624412, + "vlm_logprob": -0.03693639519624412, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.03693639519624412, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008071069605648518 + ], + "opposite_logprob_tokens": [ + -4.883070945739746 + ], + "logprob_reward": -0.008071069605648518, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008071069605648518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15636293590068817, + 0.0457918606698513, + 0.15545561909675598, + 0.29938897490501404, + 0.20186513662338257, + 0.04405752196907997, + 0.024480607360601425, + 0.022027797996997833, + 0.019400177523493767, + 0.031169388443231583 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.008071069605648518 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646076545119286 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008646076545119286, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646076545119286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29444169998168945, + 0.042509131133556366, + 0.0770002007484436, + 0.25090867280960083, + 0.09069166332483292, + 0.034994710236787796, + 0.026729542762041092, + 0.03959347680211067, + 0.03270375356078148, + 0.11042711138725281 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.008646076545119286 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028212766628712416 + ], + "opposite_logprob_tokens": [ + -5.877821445465088 + ], + "logprob_reward": -0.0028212766628712416, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028212766628712416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15944421291351318, + 0.04649199917912483, + 0.13635694980621338, + 0.3697687089443207, + 0.1012798398733139, + 0.04951760545372963, + 0.019307944923639297, + 0.05322267487645149, + 0.022229397669434547, + 0.04238061606884003 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0028212766628712416 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810935094952583 + ], + "opposite_logprob_tokens": [ + -3.288109302520752 + ], + "logprob_reward": -0.03810935094952583, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810935094952583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2974856197834015, + 0.027513572946190834, + 0.02097051776945591, + 0.4373985528945923, + 0.05713466554880142, + 0.06112312152981758, + 0.014480996876955032, + 0.019431546330451965, + 0.03991161286830902, + 0.024549787864089012 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.03810935094952583 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703420221805573 + ], + "opposite_logprob_tokens": [ + -2.1270341873168945 + ], + "logprob_reward": -0.12703420221805573, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703420221805573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33667197823524475, + 0.06561857461929321, + 0.0443870984017849, + 0.21875643730163574, + 0.062240444123744965, + 0.03642159327864647, + 0.06329580396413803, + 0.07680687308311462, + 0.04084261506795883, + 0.05495854467153549 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.12703420221805573 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, eye-level close-up, rendered in the vibrant Pixar animation style, focuses on a lovable, pig-like demon. This creature, with smooth, soft pink skin and a plump, rounded body, sits innocently on the surface of a large, heart-shaped leaf. Its face is dominated by large, expressive emerald green eyes, wide and filled with wonder, reflecting the surrounding light with a lustrous sheen. Just above its eyebrows, two glossy, deep purple horns begin to sprout, their dark color creating a soft contrast against its pink complexion. The massive leaf beneath it is a deep green, covered in glistening, spherical dewdrops that catch the light like tiny gemstones. When the breeze blows, the leaves ripple in a slow, rhythmic pattern, causing the demon to sway gently and deliberately back and forth, its body moving in perfect, effortless sync with the natural movements. Its face is a look of pure, captivated wonder, its mouth slightly open. The scene is illuminated by soft, warm, golden hour light that filters through the dense tree canopy, creating a shallow depth of field that blurs the lush green forest background into a beautiful, painterly bokeh of overlapping shapes and colors, creating a serene and magical atmosphere.", + "seed": 14820, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_9/index_6053_seed_14820_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03387818345800042, + "vlm_logprob": -0.03387818345800042, + "vlm_yes_no_margin": 4.5499999761581424, + "vlm_token_credit": -0.03387818345800042, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036393855698406696 + ], + "opposite_logprob_tokens": [ + -5.753639221191406 + ], + "logprob_reward": -0.0036393855698406696, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0036393855698406696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18031474947929382, + 0.09264172613620758, + 0.05700838938355446, + 0.04451298341155052, + 0.0568854995071888, + 0.08106487989425659, + 0.14998386800289154, + 0.19663560390472412, + 0.05329364165663719, + 0.08765871822834015 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.0036393855698406696 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004646694287657738 + ], + "opposite_logprob_tokens": [ + -5.3796467781066895 + ], + "logprob_reward": -0.004646694287657738, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004646694287657738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2011454552412033, + 0.127674862742424, + 0.08390596508979797, + 0.030709141865372658, + 0.08858655393123627, + 0.054902710020542145, + 0.10018064081668854, + 0.16408492624759674, + 0.07893049716949463, + 0.0698791965842247 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.004646694287657738 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041025057435035706 + ], + "opposite_logprob_tokens": [ + -5.50410270690918 + ], + "logprob_reward": -0.0041025057435035706, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041025057435035706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22862958908081055, + 0.14236046373844147, + 0.0748203843832016, + 0.05072806403040886, + 0.09585945308208466, + 0.10050493478775024, + 0.10452037304639816, + 0.06438831984996796, + 0.07120247185230255, + 0.06698592752218246 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0041025057435035706 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014201881363987923 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014201881363987923, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014201881363987923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.208985835313797, + 0.19776998460292816, + 0.09982786327600479, + 0.04519789665937424, + 0.07220972329378128, + 0.06457561254501343, + 0.11977745592594147, + 0.04919617623090744, + 0.05879799276590347, + 0.08366147428750992 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.014201881363987923 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428004503250122 + ], + "opposite_logprob_tokens": [ + -2.0178003311157227 + ], + "logprob_reward": -0.1428004503250122, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428004503250122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1679304540157318, + 0.12768308818340302, + 0.05487184599041939, + 0.05833107605576515, + 0.05405429005622864, + 0.05901312828063965, + 0.18317972123622894, + 0.15908972918987274, + 0.06611613929271698, + 0.0697304904460907 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.1428004503250122 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, eye-level close-up, rendered in the vibrant Pixar animation style, focuses on a lovable, pig-like demon. This creature, with smooth, soft pink skin and a plump, rounded body, sits innocently on the surface of a large, heart-shaped leaf. Its face is dominated by large, expressive emerald green eyes, wide and filled with wonder, reflecting the surrounding light with a lustrous sheen. Just above its eyebrows, two glossy, deep purple horns begin to sprout, their dark color creating a soft contrast against its pink complexion. The massive leaf beneath it is a deep green, covered in glistening, spherical dewdrops that catch the light like tiny gemstones. When the breeze blows, the leaves ripple in a slow, rhythmic pattern, causing the demon to sway gently and deliberately back and forth, its body moving in perfect, effortless sync with the natural movements. Its face is a look of pure, captivated wonder, its mouth slightly open. The scene is illuminated by soft, warm, golden hour light that filters through the dense tree canopy, creating a shallow depth of field that blurs the lush green forest background into a beautiful, painterly bokeh of overlapping shapes and colors, creating a serene and magical atmosphere.", + "seed": 14821, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000014/group_9/index_6053_seed_14821_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029648980917409064, + "vlm_logprob": -0.029648980917409064, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.029648980917409064, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008352112956345081 + ], + "opposite_logprob_tokens": [ + -4.883352279663086 + ], + "logprob_reward": -0.008352112956345081, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008352112956345081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08193428069353104, + 0.03695555031299591, + 0.08129000663757324, + 0.24774451553821564, + 0.037947218865156174, + 0.08889766782522202, + 0.06532780081033707, + 0.1723218411207199, + 0.13184064626693726, + 0.055740538984537125 + ], + "top_frames": [ + 3, + 7, + 8 + ], + "selected_reward": -0.008352112956345081 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028250806499272585 + ], + "opposite_logprob_tokens": [ + -5.8778252601623535 + ], + "logprob_reward": -0.0028250806499272585, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028250806499272585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13350991904735565, + 0.06277207285165787, + 0.10933402925729752, + 0.13950872421264648, + 0.0657338798046112, + 0.08380033820867538, + 0.06246707960963249, + 0.13150690495967865, + 0.11425397545099258, + 0.09711302816867828 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.0028250806499272585 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953080952167511 + ], + "opposite_logprob_tokens": [ + -5.130953311920166 + ], + "logprob_reward": -0.005953080952167511, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953080952167511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11985515058040619, + 0.12618722021579742, + 0.07485252618789673, + 0.24049900472164154, + 0.07052583992481232, + 0.05189060419797897, + 0.0544288195669651, + 0.11424636840820312, + 0.08979259431362152, + 0.057721856981515884 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.005953080952167511 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194211646914482 + ], + "opposite_logprob_tokens": [ + -4.018194198608398 + ], + "logprob_reward": -0.018194211646914482, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018194211646914482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18559224903583527, + 0.10314793884754181, + 0.09970971941947937, + 0.13220420479774475, + 0.07754547894001007, + 0.16880802810192108, + 0.05554112419486046, + 0.07191523164510727, + 0.06163756176829338, + 0.04389849677681923 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.018194211646914482 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pig-like demon with smooth, soft pink skin and a plump, rounded body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the creature sitting on a large, heart-shaped leaf that is deep green and covered in glistening spherical dewdrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the creature have two glossy, deep purple horns sprouting above its eyebrows and large, expressive emerald green eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by soft, warm, golden hour light filtering through a dense tree canopy with a shallow depth of field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leaf ripple in a slow, rhythmic pattern causing the demon to sway gently back and forth in sync with the movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292041838169098 + ], + "opposite_logprob_tokens": [ + -2.2379205226898193 + ], + "logprob_reward": -0.11292041838169098, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292041838169098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055820032954216, + 0.07643549889326096, + 0.07736760377883911, + 0.13863222301006317, + 0.14630410075187683, + 0.13249239325523376, + 0.07038179039955139, + 0.10189488530158997, + 0.16308286786079407, + 0.03758859634399414 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.11292041838169098 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000029/group_1/index_7038_seed_18277_dp_2_rank_4_sample_0_slot_0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000029/group_1/index_7038_seed_18277_dp_2_rank_4_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e52fe96050737b6d13c31f10da051f2df7e201cc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000029/group_1/index_7038_seed_18277_dp_2_rank_4_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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His face is a mask of concentration, his brow slightly furrowed, his eyes fixed on the ball he dribbles. He has short black hair, his cheeks slightly damp with sweat. Dressed in a sleeveless royal blue mesh sweatshirt and matching baggy shorts, his athletic physique poised for action. With practiced expertise, he keeps his body low to the ground as he rhythmically and decisively dribbles a worn orange basketball with his right hand. The ball clings to the ground, its textured surface catching the light with each powerful bounce on the cracked gray asphalt. The court is bathed in the warm golden glow of the afternoon sun, and the boy's shadow stretches and twists with his fluid movements. In the background, the faded white paint of the three-point line is clearly visible, along with a tall chain-link fence, through which the distant green trees gently blur, creating an atmosphere of serene, focused solitary devotion and youthful ambition.", + "seed": 8902, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_0/index_2475_seed_8902_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17248559072613717, + "vlm_logprob": -0.17248559072613717, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.17248559072613717, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6052201986312866 + ], + "opposite_logprob_tokens": [ + -0.8552201986312866 + ], + "logprob_reward": -0.6052201986312866, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.6052201986312866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15355443954467773, + 0.19038529694080353, + 0.11732584983110428, + 0.05328117683529854, + 0.07287724316120148, + 0.0421430803835392, + 0.2451140582561493, + 0.03319024667143822, + 0.06247531622648239, + 0.029653316363692284 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.6052201986312866 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821376010775566 + ], + "opposite_logprob_tokens": [ + -4.018213748931885 + ], + "logprob_reward": -0.01821376010775566, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821376010775566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053347885608673096, + 0.0679696649312973, + 0.023552192375063896, + 0.031218966469168663, + 0.030244236811995506, + 0.011951708234846592, + 0.6856954097747803, + 0.01354452595114708, + 0.0723397433757782, + 0.010135607793927193 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.01821376010775566 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306408390402794 + ], + "opposite_logprob_tokens": [ + -3.1680641174316406 + ], + "logprob_reward": -0.04306408390402794, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306408390402794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22314083576202393, + 0.18543721735477448, + 0.10988070070743561, + 0.03734227642416954, + 0.04358412325382233, + 0.03410741314291954, + 0.2956412434577942, + 0.030598657205700874, + 0.019799459725618362, + 0.020468072965741158 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.04306408390402794 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067545861005783 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.016067545861005783, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067545861005783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11112826317548752, + 0.10680350661277771, + 0.08735864609479904, + 0.06437958031892776, + 0.09621931612491608, + 0.13777107000350952, + 0.32078149914741516, + 0.014450769871473312, + 0.01696256548166275, + 0.044144775718450546 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.016067545861005783 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798623651266098 + ], + "opposite_logprob_tokens": [ + -1.804862380027771 + ], + "logprob_reward": -0.1798623651266098, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798623651266098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1416601538658142, + 0.0911976769566536, + 0.061372462660074234, + 0.04467446729540825, + 0.0393330343067646, + 0.11430545896291733, + 0.3839011490345001, + 0.025879889726638794, + 0.08001688122749329, + 0.017658846452832222 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.1798623651266098 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle tracking shot steadily follows a young boy, approximately ten years old, as he crosses an outdoor basketball court from left to right. His face is a mask of concentration, his brow slightly furrowed, his eyes fixed on the ball he dribbles. He has short black hair, his cheeks slightly damp with sweat. Dressed in a sleeveless royal blue mesh sweatshirt and matching baggy shorts, his athletic physique poised for action. With practiced expertise, he keeps his body low to the ground as he rhythmically and decisively dribbles a worn orange basketball with his right hand. The ball clings to the ground, its textured surface catching the light with each powerful bounce on the cracked gray asphalt. The court is bathed in the warm golden glow of the afternoon sun, and the boy's shadow stretches and twists with his fluid movements. In the background, the faded white paint of the three-point line is clearly visible, along with a tall chain-link fence, through which the distant green trees gently blur, creating an atmosphere of serene, focused solitary devotion and youthful ambition.", + "seed": 8903, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_0/index_2475_seed_8903_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.23844514600932598, + "vlm_logprob": -0.23844514600932598, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.23844514600932598, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8530246615409851 + ], + "opposite_logprob_tokens": [ + -0.6030246615409851 + ], + "logprob_reward": -0.8530246615409851, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8530246615409851, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14344869554042816, + 0.23069748282432556, + 0.03378627449274063, + 0.11688398569822311, + 0.08365047723054886, + 0.06415457278490067, + 0.08251911401748657, + 0.05859261751174927, + 0.07450593262910843, + 0.11176083236932755 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.8530246615409851 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038123004138469696 + ], + "opposite_logprob_tokens": [ + -3.2881228923797607 + ], + "logprob_reward": -0.038123004138469696, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038123004138469696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09819891303777695, + 0.09397260844707489, + 0.09032739698886871, + 0.04450152441859245, + 0.049592941999435425, + 0.13017620146274567, + 0.18290627002716064, + 0.06206376478075981, + 0.12092071026563644, + 0.12733976542949677 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.038123004138469696 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043067626655101776 + ], + "opposite_logprob_tokens": [ + -3.168067693710327 + ], + "logprob_reward": -0.043067626655101776, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043067626655101776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05688837915658951, + 0.11054631322622299, + 0.06611942499876022, + 0.030219445005059242, + 0.06746300309896469, + 0.10849329829216003, + 0.02831285446882248, + 0.14246831834316254, + 0.10112041980028152, + 0.28836846351623535 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.043067626655101776 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005945852026343346 + ], + "opposite_logprob_tokens": [ + -5.130945682525635 + ], + "logprob_reward": -0.005945852026343346, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005945852026343346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04952377825975418, + 0.07004169374704361, + 0.026588141918182373, + 0.060917772352695465, + 0.024890581145882607, + 0.037687283009290695, + 0.043132491409778595, + 0.09955718368291855, + 0.2832565903663635, + 0.30440446734428406 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.005945852026343346 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25206458568573 + ], + "opposite_logprob_tokens": [ + -1.50206458568573 + ], + "logprob_reward": -0.25206458568573, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25206458568573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05760405212640762, + 0.07538916170597076, + 0.041084811091423035, + 0.0984419733285904, + 0.14290212094783783, + 0.041283950209617615, + 0.03841755911707878, + 0.09305337816476822, + 0.07750070095062256, + 0.3343222737312317 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.25206458568573 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle tracking shot steadily follows a young boy, approximately ten years old, as he crosses an outdoor basketball court from left to right. His face is a mask of concentration, his brow slightly furrowed, his eyes fixed on the ball he dribbles. He has short black hair, his cheeks slightly damp with sweat. Dressed in a sleeveless royal blue mesh sweatshirt and matching baggy shorts, his athletic physique poised for action. With practiced expertise, he keeps his body low to the ground as he rhythmically and decisively dribbles a worn orange basketball with his right hand. The ball clings to the ground, its textured surface catching the light with each powerful bounce on the cracked gray asphalt. The court is bathed in the warm golden glow of the afternoon sun, and the boy's shadow stretches and twists with his fluid movements. In the background, the faded white paint of the three-point line is clearly visible, along with a tall chain-link fence, through which the distant green trees gently blur, creating an atmosphere of serene, focused solitary devotion and youthful ambition.", + "seed": 8904, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_0/index_2475_seed_8904_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.21180275157094003, + "vlm_logprob": -0.21180275157094003, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.21180275157094003, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7377130389213562 + ], + "opposite_logprob_tokens": [ + -0.7377130389213562 + ], + "logprob_reward": -0.7377130389213562, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7377130389213562, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12829115986824036, + 0.14541269838809967, + 0.05440415441989899, + 0.08512745052576065, + 0.16399748623371124, + 0.037776533514261246, + 0.10805229097604752, + 0.10650331526994705, + 0.12048280239105225, + 0.04995209351181984 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.7377130389213562 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054990965873003006 + ], + "opposite_logprob_tokens": [ + -2.9299910068511963 + ], + "logprob_reward": -0.054990965873003006, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054990965873003006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.247901052236557, + 0.06749454140663147, + 0.09842440485954285, + 0.0638488307595253, + 0.05298365652561188, + 0.04288409650325775, + 0.0708051472902298, + 0.22840560972690582, + 0.0649607703089714, + 0.06229184940457344 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.054990965873003006 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497235059738159 + ], + "opposite_logprob_tokens": [ + -2.9299724102020264 + ], + "logprob_reward": -0.05497235059738159, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497235059738159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19310694932937622, + 0.13341690599918365, + 0.1617068350315094, + 0.033140797168016434, + 0.04596160724759102, + 0.04344895854592323, + 0.15159831941127777, + 0.1198096051812172, + 0.06739461421966553, + 0.05041544884443283 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.05497235059738159 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784713387489319 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784713387489319, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784713387489319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1681590974330902, + 0.27341288328170776, + 0.05353233218193054, + 0.04775591567158699, + 0.1726090908050537, + 0.07466527819633484, + 0.04370972514152527, + 0.02395385131239891, + 0.09102687239646912, + 0.05117498338222504 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.009784713387489319 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20155268907546997 + ], + "opposite_logprob_tokens": [ + -1.7015526294708252 + ], + "logprob_reward": -0.20155268907546997, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20155268907546997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08529234677553177, + 0.07407662272453308, + 0.16235747933387756, + 0.06379010528326035, + 0.04545462876558304, + 0.05270941182971001, + 0.17849522829055786, + 0.07170706987380981, + 0.22428776323795319, + 0.041829321533441544 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.20155268907546997 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle tracking shot steadily follows a young boy, approximately ten years old, as he crosses an outdoor basketball court from left to right. His face is a mask of concentration, his brow slightly furrowed, his eyes fixed on the ball he dribbles. He has short black hair, his cheeks slightly damp with sweat. Dressed in a sleeveless royal blue mesh sweatshirt and matching baggy shorts, his athletic physique poised for action. With practiced expertise, he keeps his body low to the ground as he rhythmically and decisively dribbles a worn orange basketball with his right hand. The ball clings to the ground, its textured surface catching the light with each powerful bounce on the cracked gray asphalt. The court is bathed in the warm golden glow of the afternoon sun, and the boy's shadow stretches and twists with his fluid movements. In the background, the faded white paint of the three-point line is clearly visible, along with a tall chain-link fence, through which the distant green trees gently blur, creating an atmosphere of serene, focused solitary devotion and youthful ambition.", + "seed": 8905, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_0/index_2475_seed_8905_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.22513988614082336, + "vlm_logprob": -0.22513988614082336, + "vlm_yes_no_margin": 2.349999988079071, + "vlm_token_credit": -0.22513988614082336, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6798516511917114 + ], + "opposite_logprob_tokens": [ + -0.8048516511917114 + ], + "logprob_reward": -0.6798516511917114, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6798516511917114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04363750293850899, + 0.02430901490151882, + 0.01007995568215847, + 0.012213604524731636, + 0.785525381565094, + 0.013356145471334457, + 0.022204630076885223, + 0.04508056119084358, + 0.03388524428009987, + 0.009708035737276077 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.6798516511917114 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043085210025310516 + ], + "opposite_logprob_tokens": [ + -3.1680850982666016 + ], + "logprob_reward": -0.043085210025310516, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043085210025310516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051866624504327774, + 0.06434302031993866, + 0.09277159720659256, + 0.02665271982550621, + 0.4012320041656494, + 0.08242934197187424, + 0.015845416113734245, + 0.06002342328429222, + 0.17343167960643768, + 0.031404104083776474 + ], + "top_frames": [ + 4, + 8, + 2 + ], + "selected_reward": -0.043085210025310516 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043070707470178604 + ], + "opposite_logprob_tokens": [ + -3.1680707931518555 + ], + "logprob_reward": -0.043070707470178604, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043070707470178604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011922799050807953, + 0.018376672640442848, + 0.013708220794796944, + 0.009437686763703823, + 0.8196935057640076, + 0.011310592293739319, + 0.022096728906035423, + 0.0719405934214592, + 0.014156865887343884, + 0.007356219459325075 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.043070707470178604 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076156049966812 + ], + "opposite_logprob_tokens": [ + -4.511075973510742 + ], + "logprob_reward": -0.011076156049966812, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076156049966812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060346540063619614, + 0.11741174012422562, + 0.06239819899201393, + 0.05007005110383034, + 0.04261573404073715, + 0.03154142573475838, + 0.08180934935808182, + 0.132675439119339, + 0.28421133756637573, + 0.13692016899585724 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.011076156049966812 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the boy wearing a sleeveless royal blue mesh sweatshirt and matching baggy shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the boy dribbling a worn orange basketball with his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on an outdoor basketball court with cracked gray asphalt and faded white three-point line paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track steadily from left to right following the boy's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34861570596694946 + ], + "opposite_logprob_tokens": [ + -1.2236156463623047 + ], + "logprob_reward": -0.34861570596694946, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.34861570596694946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053658921271562576, + 0.022533154115080833, + 0.0374397449195385, + 0.05893198400735855, + 0.44714033603668213, + 0.024892618879675865, + 0.11681612581014633, + 0.10813828557729721, + 0.04354219138622284, + 0.08690660446882248 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.34861570596694946 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_1/index_tensor([5147, 5147])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_1/index_tensor([5147, 5147])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9fe1b0b8a8d281978846407333e112d279f866ba --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_1/index_tensor([5147, 5147])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The shot begins with a medium close-up, the camera smoothly circling a female athlete suspended in mid-air, her toned body captured in extreme slow motion. She wears a stylish, dark blue one-piece swimsuit that accentuates her powerful physique, scattered water droplets clinging to her skin like tiny suspended jewels. Her dark hair is pulled into a tight, functional bun, her eyes closed in concentration, her face a mask of calm focus as she executes a graceful, twisting dive. Her body twirls at a deliberate, almost balletic pace, one arm extended overhead, the other tucked in, creating a dynamic spiral as the muscles in her back and shoulders subtly ripple with controlled movement. As the camera continues its steady arc and simultaneously pulls back, the background gradually comes into focus, revealing the true immensity of the moss-covered Leshan Giant Buddha. The ancient stone statue, carved directly into the cliffside, fills the frame, its serene, weathered face overlooking the misty river below, dotted with vibrant green moss and dark, damp streaks from centuries of rainfall, depicting patterns across its massive form. Soft, diffused morning light filters through the thin mist, casting an ethereal glow over the scene and creating a muted palette of earthy greens, grays, and a sporting deep blue, establishing an atmosphere of profound serenity and awe—a breathtaking juxtaposition of fleeting moments of human perfection with the timeless, immortal grandeur of the ancient world.", + "seed": 7577, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_1/index_5147_seed_7577_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.026816112268716098, + "vlm_logprob": -0.026816112268716098, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.026816112268716098, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049157895147800446 + ], + "opposite_logprob_tokens": [ + -3.0491578578948975 + ], + "logprob_reward": -0.049157895147800446, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049157895147800446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10319368541240692, + 0.25051403045654297, + 0.08327591419219971, + 0.08613080531358719, + 0.03192763775587082, + 0.08966381102800369, + 0.13140787184238434, + 0.08447445929050446, + 0.06881547719240189, + 0.07059622555971146 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.049157895147800446 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498047545552254 + ], + "opposite_logprob_tokens": [ + -2.929980516433716 + ], + "logprob_reward": -0.05498047545552254, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498047545552254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19382551312446594, + 0.14686831831932068, + 0.1340479552745819, + 0.11582005769014359, + 0.033133529126644135, + 0.059148211032152176, + 0.12671151757240295, + 0.0764782652258873, + 0.06823989748954773, + 0.045726750046014786 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.05498047545552254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094670061022043 + ], + "opposite_logprob_tokens": [ + -5.50409460067749 + ], + "logprob_reward": -0.004094670061022043, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094670061022043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1571751832962036, + 0.037902142852544785, + 0.07405955344438553, + 0.151773601770401, + 0.09176874160766602, + 0.14679929614067078, + 0.07186407595872879, + 0.11979328095912933, + 0.031683724373579025, + 0.11718039214611053 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.004094670061022043 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977727584540844 + ], + "opposite_logprob_tokens": [ + -4.634777069091797 + ], + "logprob_reward": -0.00977727584540844, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977727584540844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06250623613595963, + 0.055449243634939194, + 0.21762928366661072, + 0.15476921200752258, + 0.09323795884847641, + 0.08639565855264664, + 0.16746561229228973, + 0.07830172777175903, + 0.04382772371172905, + 0.04041736572980881 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.00977727584540844 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607024483382702 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.01607024483382702, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607024483382702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08258724957704544, + 0.06864430010318756, + 0.07942187041044235, + 0.20850996673107147, + 0.07187338173389435, + 0.14418178796768188, + 0.13237720727920532, + 0.048619046807289124, + 0.06662162393331528, + 0.0971636101603508 + ], + "top_frames": [ + 3, + 5, + 6 + ], + "selected_reward": -0.01607024483382702 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The shot begins with a medium close-up, the camera smoothly circling a female athlete suspended in mid-air, her toned body captured in extreme slow motion. She wears a stylish, dark blue one-piece swimsuit that accentuates her powerful physique, scattered water droplets clinging to her skin like tiny suspended jewels. Her dark hair is pulled into a tight, functional bun, her eyes closed in concentration, her face a mask of calm focus as she executes a graceful, twisting dive. Her body twirls at a deliberate, almost balletic pace, one arm extended overhead, the other tucked in, creating a dynamic spiral as the muscles in her back and shoulders subtly ripple with controlled movement. As the camera continues its steady arc and simultaneously pulls back, the background gradually comes into focus, revealing the true immensity of the moss-covered Leshan Giant Buddha. The ancient stone statue, carved directly into the cliffside, fills the frame, its serene, weathered face overlooking the misty river below, dotted with vibrant green moss and dark, damp streaks from centuries of rainfall, depicting patterns across its massive form. Soft, diffused morning light filters through the thin mist, casting an ethereal glow over the scene and creating a muted palette of earthy greens, grays, and a sporting deep blue, establishing an atmosphere of profound serenity and awe—a breathtaking juxtaposition of fleeting moments of human perfection with the timeless, immortal grandeur of the ancient world.", + "seed": 7578, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_1/index_5147_seed_7578_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015578999137505888, + "vlm_logprob": -0.015578999137505888, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.015578999137505888, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018542053177952766 + ], + "opposite_logprob_tokens": [ + -4.018542289733887 + ], + "logprob_reward": -0.018542053177952766, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018542053177952766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3350610136985779, + 0.10991815477609634, + 0.1353202611207962, + 0.0658470168709755, + 0.06151876226067543, + 0.028446998447179794, + 0.05883640795946121, + 0.050769247114658356, + 0.11862195283174515, + 0.03566024452447891 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.018542053177952766 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812311962246895 + ], + "opposite_logprob_tokens": [ + -3.28812313079834 + ], + "logprob_reward": -0.03812311962246895, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812311962246895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1732778251171112, + 0.15567636489868164, + 0.04576323553919792, + 0.03180605173110962, + 0.06460606306791306, + 0.07648191601037979, + 0.12360548973083496, + 0.07567507773637772, + 0.1609363853931427, + 0.09217158704996109 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.03812311962246895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002816283842548728 + ], + "opposite_logprob_tokens": [ + -5.877816200256348 + ], + "logprob_reward": -0.002816283842548728, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002816283842548728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19077721238136292, + 0.0903806984424591, + 0.08185619115829468, + 0.0350118987262249, + 0.07447569072246552, + 0.11492191255092621, + 0.09399063885211945, + 0.13397705554962158, + 0.1286439448595047, + 0.05596470832824707 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.002816283842548728 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631895296275616 + ], + "opposite_logprob_tokens": [ + -4.758631706237793 + ], + "logprob_reward": -0.008631895296275616, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631895296275616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12526023387908936, + 0.15446212887763977, + 0.0673932284116745, + 0.040086954832077026, + 0.05241864547133446, + 0.09020276367664337, + 0.1512182652950287, + 0.04906369373202324, + 0.1415451467037201, + 0.12834890186786652 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.008631895296275616 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781643748283386 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.009781643748283386, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781643748283386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1430116444826126, + 0.2750002145767212, + 0.08388423919677734, + 0.03779465705156326, + 0.09459161013364792, + 0.04663628339767456, + 0.10286866128444672, + 0.05571936443448067, + 0.09031378477811813, + 0.0701795294880867 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.009781643748283386 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The shot begins with a medium close-up, the camera smoothly circling a female athlete suspended in mid-air, her toned body captured in extreme slow motion. She wears a stylish, dark blue one-piece swimsuit that accentuates her powerful physique, scattered water droplets clinging to her skin like tiny suspended jewels. Her dark hair is pulled into a tight, functional bun, her eyes closed in concentration, her face a mask of calm focus as she executes a graceful, twisting dive. Her body twirls at a deliberate, almost balletic pace, one arm extended overhead, the other tucked in, creating a dynamic spiral as the muscles in her back and shoulders subtly ripple with controlled movement. As the camera continues its steady arc and simultaneously pulls back, the background gradually comes into focus, revealing the true immensity of the moss-covered Leshan Giant Buddha. The ancient stone statue, carved directly into the cliffside, fills the frame, its serene, weathered face overlooking the misty river below, dotted with vibrant green moss and dark, damp streaks from centuries of rainfall, depicting patterns across its massive form. Soft, diffused morning light filters through the thin mist, casting an ethereal glow over the scene and creating a muted palette of earthy greens, grays, and a sporting deep blue, establishing an atmosphere of profound serenity and awe—a breathtaking juxtaposition of fleeting moments of human perfection with the timeless, immortal grandeur of the ancient world.", + "seed": 7579, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_1/index_5147_seed_7579_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.026327700540423393, + "vlm_logprob": -0.026327700540423393, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.026327700540423393, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038498856127262115 + ], + "opposite_logprob_tokens": [ + -3.288498878479004 + ], + "logprob_reward": -0.038498856127262115, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038498856127262115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09680931270122528, + 0.07219059765338898, + 0.04351888969540596, + 0.08101906627416611, + 0.18983063101768494, + 0.0764276459813118, + 0.09482334554195404, + 0.2730425000190735, + 0.03327441215515137, + 0.039063531905412674 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.038498856127262115 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549776516854763 + ], + "opposite_logprob_tokens": [ + -2.9299776554107666 + ], + "logprob_reward": -0.0549776516854763, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549776516854763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13456110656261444, + 0.18285714089870453, + 0.03992036357522011, + 0.06673543155193329, + 0.045033879578113556, + 0.03979505971074104, + 0.3673092722892761, + 0.07418449223041534, + 0.026192279532551765, + 0.023410947993397713 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.0549776516854763 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191421680152416 + ], + "opposite_logprob_tokens": [ + -4.264191627502441 + ], + "logprob_reward": -0.014191421680152416, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191421680152416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09708636999130249, + 0.14474809169769287, + 0.018468832597136497, + 0.05889303982257843, + 0.3829946219921112, + 0.031514111906290054, + 0.1486525684595108, + 0.040117476135492325, + 0.031220141798257828, + 0.04630472511053085 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.014191421680152416 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776095859706402 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009776095859706402, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776095859706402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055812496691942215, + 0.04055652767419815, + 0.026457086205482483, + 0.04126979410648346, + 0.28674760460853577, + 0.060972243547439575, + 0.3073829710483551, + 0.11967495828866959, + 0.021767213940620422, + 0.03935910388827324 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.009776095859706402 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419447734951973 + ], + "opposite_logprob_tokens": [ + -4.264194488525391 + ], + "logprob_reward": -0.01419447734951973, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419447734951973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23907922208309174, + 0.06454858928918839, + 0.037794385105371475, + 0.046437058597803116, + 0.3666800856590271, + 0.050798844546079636, + 0.10114779323339462, + 0.02204444631934166, + 0.017393535003066063, + 0.054076045751571655 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.01419447734951973 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The shot begins with a medium close-up, the camera smoothly circling a female athlete suspended in mid-air, her toned body captured in extreme slow motion. She wears a stylish, dark blue one-piece swimsuit that accentuates her powerful physique, scattered water droplets clinging to her skin like tiny suspended jewels. Her dark hair is pulled into a tight, functional bun, her eyes closed in concentration, her face a mask of calm focus as she executes a graceful, twisting dive. Her body twirls at a deliberate, almost balletic pace, one arm extended overhead, the other tucked in, creating a dynamic spiral as the muscles in her back and shoulders subtly ripple with controlled movement. As the camera continues its steady arc and simultaneously pulls back, the background gradually comes into focus, revealing the true immensity of the moss-covered Leshan Giant Buddha. The ancient stone statue, carved directly into the cliffside, fills the frame, its serene, weathered face overlooking the misty river below, dotted with vibrant green moss and dark, damp streaks from centuries of rainfall, depicting patterns across its massive form. Soft, diffused morning light filters through the thin mist, casting an ethereal glow over the scene and creating a muted palette of earthy greens, grays, and a sporting deep blue, establishing an atmosphere of profound serenity and awe—a breathtaking juxtaposition of fleeting moments of human perfection with the timeless, immortal grandeur of the ancient world.", + "seed": 7580, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_1/index_5147_seed_7580_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04900915818288922, + "vlm_logprob": -0.04900915818288922, + "vlm_yes_no_margin": 3.574999976158142, + "vlm_token_credit": -0.04900915818288922, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14312563836574554 + ], + "opposite_logprob_tokens": [ + -2.018125534057617 + ], + "logprob_reward": -0.14312563836574554, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14312563836574554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11506102234125137, + 0.2413339614868164, + 0.038204628974199295, + 0.0718817263841629, + 0.059003427624702454, + 0.04239273443818092, + 0.08775001764297485, + 0.2765367031097412, + 0.03599771484732628, + 0.0318380631506443 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.14312563836574554 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062076181173324585 + ], + "opposite_logprob_tokens": [ + -2.8120760917663574 + ], + "logprob_reward": -0.062076181173324585, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062076181173324585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17917120456695557, + 0.08716760575771332, + 0.06268597394227982, + 0.04445117712020874, + 0.07259786128997803, + 0.06902344524860382, + 0.2661265730857849, + 0.12377608567476273, + 0.055972326546907425, + 0.03902773931622505 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.062076181173324585 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006733110640197992 + ], + "opposite_logprob_tokens": [ + -5.006732940673828 + ], + "logprob_reward": -0.006733110640197992, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006733110640197992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0794626772403717, + 0.06340160220861435, + 0.0355907566845417, + 0.0500226728618145, + 0.19644445180892944, + 0.14240843057632446, + 0.22450239956378937, + 0.13019391894340515, + 0.02925816923379898, + 0.04871492460370064 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.006733110640197992 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532057240605354 + ], + "opposite_logprob_tokens": [ + -4.3875322341918945 + ], + "logprob_reward": -0.012532057240605354, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532057240605354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12619346380233765, + 0.07566089183092117, + 0.0813126191496849, + 0.050056666135787964, + 0.18495766818523407, + 0.0543869212269783, + 0.17442843317985535, + 0.14709889888763428, + 0.060734640806913376, + 0.04516983404755592 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.012532057240605354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a female athlete wearing a dark blue one-piece swimsuit?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the athlete suspended in mid-air executing a twisting dive with her eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background revealed to be the moss-covered Leshan Giant Buddha carved into a cliffside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a medium close-up and smoothly circle the athlete while pulling back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft, diffused morning light creating an ethereal glow over the misty river?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057880349457264 + ], + "opposite_logprob_tokens": [ + -3.8955788612365723 + ], + "logprob_reward": -0.02057880349457264, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057880349457264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14108896255493164, + 0.11704771965742111, + 0.07545381784439087, + 0.08208157867193222, + 0.13565757870674133, + 0.06341060996055603, + 0.20575587451457977, + 0.07143053412437439, + 0.036718182265758514, + 0.07135514169931412 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.02057880349457264 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_10/index_tensor([8945, 8945])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_10/index_tensor([8945, 8945])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1dd420ace05cb0cc8727b28237fce16b65dc61de --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_10/index_tensor([8945, 8945])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic wide-angle shot slowly tilts right to reveal a breathtaking alien sunset on a distant exoplanet. Two distinct suns sink majestically below the horizon: a massive crimson giant, its lower half already submerged, and a smaller, incredibly bright sapphire companion, hanging high above the skyline. They cast a surreal two-toned light across a thick, deep purple atmosphere filled with slowly drifting, iridescent clouds. Beneath them lies a vast ocean of liquid methane, its surface undulating not like water but in a slow, viscous, and oily manner, reflecting the twin suns' light as thin, shimmering streaks of red and blue. As the camera continues its steady roll, the dark surface ruptures, not with a violent splash but with a graceful, silent surge, revealing enormous manta-ray-like creatures. Their smooth, dark skin is adorned with an intricate, pulsating network of bioluminescent patterns in electric green, pink, and gold. They flew deliberately through the thick, hazy air, their massive wings catching the dying light before plunging back into the methane depths with slow, syrupy movements, leaving behind fading streaks of light that momentarily illuminated the ocean from within, creating an atmosphere of depth, silence, and awe-inspiring cosmic beauty.", + "seed": 12693, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_10/index_8945_seed_12693_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1115137062035501, + "vlm_logprob": -0.1115137062035501, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.1115137062035501, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04887185990810394 + ], + "opposite_logprob_tokens": [ + -3.0488717555999756 + ], + "logprob_reward": -0.04887185990810394, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04887185990810394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23243531584739685, + 0.11138487607240677, + 0.17043210566043854, + 0.1460495889186859, + 0.1142156720161438, + 0.06632062047719955, + 0.02403990924358368, + 0.05363195762038231, + 0.03494761884212494, + 0.046542342752218246 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.04887185990810394 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642413653433323 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642413653433323, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642413653433323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2385851889848709, + 0.12603124976158142, + 0.06369111686944962, + 0.1055837944149971, + 0.09219591319561005, + 0.0833323523402214, + 0.05533655360341072, + 0.09782131016254425, + 0.0757903978228569, + 0.06163214147090912 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.008642413653433323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990638315677643 + ], + "opposite_logprob_tokens": [ + -1.8049063682556152 + ], + "logprob_reward": -0.17990638315677643, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990638315677643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07090757042169571, + 0.12277430295944214, + 0.05497848615050316, + 0.08202123641967773, + 0.12854500114917755, + 0.24746660888195038, + 0.1156279444694519, + 0.06091681495308876, + 0.05703223496675491, + 0.05972980335354805 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.17990638315677643 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735833827406168 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735833827406168, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735833827406168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03165595233440399, + 0.027799850329756737, + 0.019758617505431175, + 0.1235954537987709, + 0.20080141723155975, + 0.21980594098567963, + 0.16620095074176788, + 0.0329415425658226, + 0.11430244147777557, + 0.06313778460025787 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.006735833827406168 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31341204047203064 + ], + "opposite_logprob_tokens": [ + -1.313412070274353 + ], + "logprob_reward": -0.31341204047203064, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31341204047203064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04462813585996628, + 0.02437472902238369, + 0.022840267047286034, + 0.06841044872999191, + 0.15007737278938293, + 0.20654763281345367, + 0.10452313721179962, + 0.11724179983139038, + 0.08142548054456711, + 0.17993098497390747 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.31341204047203064 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic wide-angle shot slowly tilts right to reveal a breathtaking alien sunset on a distant exoplanet. Two distinct suns sink majestically below the horizon: a massive crimson giant, its lower half already submerged, and a smaller, incredibly bright sapphire companion, hanging high above the skyline. They cast a surreal two-toned light across a thick, deep purple atmosphere filled with slowly drifting, iridescent clouds. Beneath them lies a vast ocean of liquid methane, its surface undulating not like water but in a slow, viscous, and oily manner, reflecting the twin suns' light as thin, shimmering streaks of red and blue. As the camera continues its steady roll, the dark surface ruptures, not with a violent splash but with a graceful, silent surge, revealing enormous manta-ray-like creatures. Their smooth, dark skin is adorned with an intricate, pulsating network of bioluminescent patterns in electric green, pink, and gold. They flew deliberately through the thick, hazy air, their massive wings catching the dying light before plunging back into the methane depths with slow, syrupy movements, leaving behind fading streaks of light that momentarily illuminated the ocean from within, creating an atmosphere of depth, silence, and awe-inspiring cosmic beauty.", + "seed": 12694, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_10/index_8945_seed_12694_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13204580992460252, + "vlm_logprob": -0.13204580992460252, + "vlm_yes_no_margin": 3.0499999701976774, + "vlm_token_credit": -0.13204580992460252, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008823571726679802 + ], + "opposite_logprob_tokens": [ + -4.758823394775391 + ], + "logprob_reward": -0.008823571726679802, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008823571726679802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31085625290870667, + 0.05081209912896156, + 0.05646607279777527, + 0.046589113771915436, + 0.1286085546016693, + 0.08356720209121704, + 0.03343978896737099, + 0.12233997881412506, + 0.09054084867238998, + 0.07678007334470749 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.008823571726679802 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193040043115616 + ], + "opposite_logprob_tokens": [ + -4.018193244934082 + ], + "logprob_reward": -0.018193040043115616, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018193040043115616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039852894842624664, + 0.041779760271310806, + 0.03277670964598656, + 0.04077162593603134, + 0.037630222737789154, + 0.6290346384048462, + 0.09046376496553421, + 0.025334477424621582, + 0.02521364763379097, + 0.03714217618107796 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.018193040043115616 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47436419129371643 + ], + "opposite_logprob_tokens": [ + -0.974364161491394 + ], + "logprob_reward": -0.47436419129371643, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.47436419129371643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10388782620429993, + 0.020672297105193138, + 0.018481183797121048, + 0.03885827958583832, + 0.20048624277114868, + 0.1724890023469925, + 0.05656633898615837, + 0.11618153005838394, + 0.14250071346759796, + 0.12987656891345978 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.47436419129371643 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607259176671505 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.01607259176671505, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607259176671505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03418007120490074, + 0.017956119030714035, + 0.014853741973638535, + 0.022519251331686974, + 0.050606001168489456, + 0.3709760904312134, + 0.08983216434717178, + 0.23164121806621552, + 0.12240169197320938, + 0.04503372311592102 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.01607259176671505 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277565479278564 + ], + "opposite_logprob_tokens": [ + -2.017775535583496 + ], + "logprob_reward": -0.14277565479278564, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14277565479278564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06728113442659378, + 0.08698558062314987, + 0.10559806227684021, + 0.08232005685567856, + 0.050178781151771545, + 0.21489158272743225, + 0.10897604376077652, + 0.17439736425876617, + 0.04957447946071625, + 0.05979689955711365 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.14277565479278564 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic wide-angle shot slowly tilts right to reveal a breathtaking alien sunset on a distant exoplanet. Two distinct suns sink majestically below the horizon: a massive crimson giant, its lower half already submerged, and a smaller, incredibly bright sapphire companion, hanging high above the skyline. They cast a surreal two-toned light across a thick, deep purple atmosphere filled with slowly drifting, iridescent clouds. Beneath them lies a vast ocean of liquid methane, its surface undulating not like water but in a slow, viscous, and oily manner, reflecting the twin suns' light as thin, shimmering streaks of red and blue. As the camera continues its steady roll, the dark surface ruptures, not with a violent splash but with a graceful, silent surge, revealing enormous manta-ray-like creatures. Their smooth, dark skin is adorned with an intricate, pulsating network of bioluminescent patterns in electric green, pink, and gold. They flew deliberately through the thick, hazy air, their massive wings catching the dying light before plunging back into the methane depths with slow, syrupy movements, leaving behind fading streaks of light that momentarily illuminated the ocean from within, creating an atmosphere of depth, silence, and awe-inspiring cosmic beauty.", + "seed": 12695, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_10/index_8945_seed_12695_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0586843560449779, + "vlm_logprob": -0.0586843560449779, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.0586843560449779, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04880635440349579 + ], + "opposite_logprob_tokens": [ + -3.0488064289093018 + ], + "logprob_reward": -0.04880635440349579, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04880635440349579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24985317885875702, + 0.04584977403283119, + 0.0524013489484787, + 0.13349667191505432, + 0.08762546628713608, + 0.3144567310810089, + 0.028892725706100464, + 0.02614852599799633, + 0.03707343339920044, + 0.024202177301049232 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.04880635440349579 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743411999195814 + ], + "opposite_logprob_tokens": [ + -5.006743431091309 + ], + "logprob_reward": -0.006743411999195814, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743411999195814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044559184461832047, + 0.06789382547140121, + 0.017994821071624756, + 0.04316473752260208, + 0.1635335087776184, + 0.5423078536987305, + 0.023144058883190155, + 0.019048841670155525, + 0.04884473234415054, + 0.029508449137210846 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.006743411999195814 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283393323421478 + ], + "opposite_logprob_tokens": [ + -2.017833948135376 + ], + "logprob_reward": -0.14283393323421478, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14283393323421478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05614185705780983, + 0.012507055886089802, + 0.026207784190773964, + 0.035713955760002136, + 0.0647299662232399, + 0.6139633059501648, + 0.0243553314357996, + 0.030916975811123848, + 0.03721749037504196, + 0.09824637323617935 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.14283393323421478 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070010140538216 + ], + "opposite_logprob_tokens": [ + -4.1410698890686035 + ], + "logprob_reward": -0.016070010140538216, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070010140538216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038859687745571136, + 0.02559014968574047, + 0.009774794802069664, + 0.02460028976202011, + 0.21689750254154205, + 0.4572398364543915, + 0.04223529249429703, + 0.025532694533467293, + 0.08894340693950653, + 0.07032637298107147 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.016070010140538216 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896807044744492 + ], + "opposite_logprob_tokens": [ + -2.578968048095703 + ], + "logprob_reward": -0.07896807044744492, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896807044744492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0160226970911026, + 0.008358055725693703, + 0.007252306677401066, + 0.009034723974764347, + 0.21001678705215454, + 0.7317655682563782, + 0.005476002115756273, + 0.002980294171720743, + 0.005525096785277128, + 0.003568448591977358 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.07896807044744492 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic wide-angle shot slowly tilts right to reveal a breathtaking alien sunset on a distant exoplanet. Two distinct suns sink majestically below the horizon: a massive crimson giant, its lower half already submerged, and a smaller, incredibly bright sapphire companion, hanging high above the skyline. They cast a surreal two-toned light across a thick, deep purple atmosphere filled with slowly drifting, iridescent clouds. Beneath them lies a vast ocean of liquid methane, its surface undulating not like water but in a slow, viscous, and oily manner, reflecting the twin suns' light as thin, shimmering streaks of red and blue. As the camera continues its steady roll, the dark surface ruptures, not with a violent splash but with a graceful, silent surge, revealing enormous manta-ray-like creatures. Their smooth, dark skin is adorned with an intricate, pulsating network of bioluminescent patterns in electric green, pink, and gold. They flew deliberately through the thick, hazy air, their massive wings catching the dying light before plunging back into the methane depths with slow, syrupy movements, leaving behind fading streaks of light that momentarily illuminated the ocean from within, creating an atmosphere of depth, silence, and awe-inspiring cosmic beauty.", + "seed": 12696, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_10/index_8945_seed_12696_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07680201604962349, + "vlm_logprob": -0.07680201604962349, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.07680201604962349, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048910342156887054 + ], + "opposite_logprob_tokens": [ + -3.04891037940979 + ], + "logprob_reward": -0.048910342156887054, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048910342156887054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5542746186256409, + 0.06860674917697906, + 0.07752940058708191, + 0.08351989090442657, + 0.03217650204896927, + 0.02641300857067108, + 0.04171779379248619, + 0.01983751356601715, + 0.0806732252240181, + 0.015251259319484234 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.048910342156887054 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636639289557934 + ], + "opposite_logprob_tokens": [ + -4.882636547088623 + ], + "logprob_reward": -0.007636639289557934, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636639289557934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3728329539299011, + 0.03659852594137192, + 0.11550303548574448, + 0.03670351207256317, + 0.03150435909628868, + 0.08037722855806351, + 0.03567740321159363, + 0.08052214235067368, + 0.16923081874847412, + 0.04104993864893913 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.007636639289557934 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039197146892548 + ], + "opposite_logprob_tokens": [ + -1.910391926765442 + ], + "logprob_reward": -0.16039197146892548, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039197146892548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10392271727323532, + 0.08217733353376389, + 0.09215544164180756, + 0.10128787159919739, + 0.03580993413925171, + 0.037239376455545425, + 0.09742601215839386, + 0.0674617812037468, + 0.31694144010543823, + 0.06557810306549072 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.16039197146892548 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737136282026768 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737136282026768, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737136282026768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03754980489611626, + 0.030548518523573875, + 0.06742245703935623, + 0.031227895990014076, + 0.02945345640182495, + 0.06320400536060333, + 0.07022760063409805, + 0.10148321837186813, + 0.36571580171585083, + 0.20316724479198456 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.006737136282026768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene feature two distinct suns, one massive crimson giant and one smaller bright sapphire companion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the atmosphere thick, deep purple, and filled with slowly drifting iridescent clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ocean composed of liquid methane with a surface that moves in a slow, viscous, and oily manner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are enormous manta-ray-like creatures visible with smooth dark skin adorned with pulsating bioluminescent patterns in electric green, pink, and gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow tilt to the right followed by a steady roll?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16033399105072021 + ], + "opposite_logprob_tokens": [ + -1.9103339910507202 + ], + "logprob_reward": -0.16033399105072021, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16033399105072021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10514405369758606, + 0.037660084664821625, + 0.03345237672328949, + 0.021054616197943687, + 0.12248722463846207, + 0.07141850888729095, + 0.0999264270067215, + 0.06809104979038239, + 0.33833664655685425, + 0.10242905467748642 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.16033399105072021 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_11/index_tensor([4087, 4087])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_11/index_tensor([4087, 4087])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..05bbcf41449a30c9e5a39653691e10245877a51e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_11/index_tensor([4087, 4087])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a slowly advancing first-person perspective, we begin the film through the round headlights of a magical Volkswagen Type 2 De Luxe bus. Embracing the signature hand-painted quality of Hayao Miyazaki's animations, the bus boasts a soft creamy white upper body and a warm sky blue lower body, painted with a vintage matte sheen. It joyfully plows through the turquoise sea, its front gracefully parting the surface, stirring up circles of hand-painted white ripples and shimmering spray, while the bus gently rises and falls rhythmically with the waves. Ahead of the camera, a vast, dreamy ocean shimmers in the brilliant sunlight, while the sky is dotted with massive, puffy white cumulonimbus clouds, casting a warm, luminous hue over the world. As the bus steadily and deliberately navigates its path, the camera pans gently, capturing the magnificent and tranquil ocean panorama ahead, creating an immersive atmosphere of adventure filled with wonder and freedom.", + "seed": 10871, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_11/index_4087_seed_10871_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09718964509665966, + "vlm_logprob": -0.09718964509665966, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.09718964509665966, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07157545536756516 + ], + "opposite_logprob_tokens": [ + -2.821575403213501 + ], + "logprob_reward": -0.07157545536756516, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07157545536756516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14046981930732727, + 0.057122278958559036, + 0.14998267590999603, + 0.06969752162694931, + 0.17070074379444122, + 0.06070129945874214, + 0.15661826729774475, + 0.07019051909446716, + 0.04916513338685036, + 0.07535173743963242 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.07157545536756516 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007637230679392815 + ], + "opposite_logprob_tokens": [ + -4.882637023925781 + ], + "logprob_reward": -0.007637230679392815, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007637230679392815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09128325432538986, + 0.05013890191912651, + 0.2147514820098877, + 0.04777522385120392, + 0.06527504324913025, + 0.1059172973036766, + 0.06520693749189377, + 0.2579724192619324, + 0.06812824308872223, + 0.03355126082897186 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -0.007637230679392815 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2812875211238861 + ], + "opposite_logprob_tokens": [ + -1.4062875509262085 + ], + "logprob_reward": -0.2812875211238861, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2812875211238861, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08691798150539398, + 0.05801879242062569, + 0.11306075751781464, + 0.0863146036863327, + 0.09838104248046875, + 0.06322194635868073, + 0.06140461936593056, + 0.13713623583316803, + 0.1370258927345276, + 0.15851809084415436 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.2812875211238861 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532174587249756 + ], + "opposite_logprob_tokens": [ + -4.3875322341918945 + ], + "logprob_reward": -0.012532174587249756, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532174587249756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11047357320785522, + 0.13435837626457214, + 0.06630510836839676, + 0.0787627249956131, + 0.13731752336025238, + 0.11900272220373154, + 0.07046893239021301, + 0.0616951659321785, + 0.07964296638965607, + 0.14197289943695068 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.012532174587249756 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291584372520447 + ], + "opposite_logprob_tokens": [ + -2.2379157543182373 + ], + "logprob_reward": -0.11291584372520447, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291584372520447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06424625217914581, + 0.034284792840480804, + 0.10309107601642609, + 0.13628748059272766, + 0.034228403121232986, + 0.1144939735531807, + 0.1272849291563034, + 0.07187243551015854, + 0.06999240815639496, + 0.24421820044517517 + ], + "top_frames": [ + 9, + 3, + 6 + ], + "selected_reward": -0.11291584372520447 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a slowly advancing first-person perspective, we begin the film through the round headlights of a magical Volkswagen Type 2 De Luxe bus. Embracing the signature hand-painted quality of Hayao Miyazaki's animations, the bus boasts a soft creamy white upper body and a warm sky blue lower body, painted with a vintage matte sheen. It joyfully plows through the turquoise sea, its front gracefully parting the surface, stirring up circles of hand-painted white ripples and shimmering spray, while the bus gently rises and falls rhythmically with the waves. Ahead of the camera, a vast, dreamy ocean shimmers in the brilliant sunlight, while the sky is dotted with massive, puffy white cumulonimbus clouds, casting a warm, luminous hue over the world. As the bus steadily and deliberately navigates its path, the camera pans gently, capturing the magnificent and tranquil ocean panorama ahead, creating an immersive atmosphere of adventure filled with wonder and freedom.", + "seed": 10872, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_11/index_4087_seed_10872_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13394790906459092, + "vlm_logprob": -0.13394790906459092, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.13394790906459092, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25798729062080383 + ], + "opposite_logprob_tokens": [ + -1.5079872608184814 + ], + "logprob_reward": -0.25798729062080383, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25798729062080383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08490148186683655, + 0.012836217880249023, + 0.010347502306103706, + 0.005777234211564064, + 0.011655822396278381, + 0.015534949488937855, + 0.01795712299644947, + 0.5863258838653564, + 0.03765869140625, + 0.21700513362884521 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.25798729062080383 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607481949031353 + ], + "opposite_logprob_tokens": [ + -4.1410746574401855 + ], + "logprob_reward": -0.01607481949031353, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607481949031353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05133344605565071, + 0.025997301563620567, + 0.024077871814370155, + 0.017299558967351913, + 0.029132520779967308, + 0.07034281641244888, + 0.06469186395406723, + 0.28571581840515137, + 0.11068388819694519, + 0.32072484493255615 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.01607481949031353 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034139692783356 + ], + "opposite_logprob_tokens": [ + -1.9103413820266724 + ], + "logprob_reward": -0.16034139692783356, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034139692783356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01723024994134903, + 0.006184265483170748, + 0.0050286417827010155, + 0.00670251389965415, + 0.007507284637540579, + 0.009146371856331825, + 0.01502574048936367, + 0.1896042674779892, + 0.09274084120988846, + 0.6508297920227051 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.16034139692783356 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775268845260143 + ], + "opposite_logprob_tokens": [ + -4.634775161743164 + ], + "logprob_reward": -0.009775268845260143, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775268845260143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047305647283792496, + 0.023184774443507195, + 0.010039936751127243, + 0.016361232846975327, + 0.029737964272499084, + 0.030835594981908798, + 0.03542611375451088, + 0.3895571231842041, + 0.022010641172528267, + 0.3955409824848175 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.009775268845260143 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255607694387436 + ], + "opposite_logprob_tokens": [ + -1.6005607843399048 + ], + "logprob_reward": -0.2255607694387436, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255607694387436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09063959866762161, + 0.024442659690976143, + 0.02578003704547882, + 0.022550644353032112, + 0.03271646425127983, + 0.051792971789836884, + 0.05702332407236099, + 0.41508299112319946, + 0.08838890492916107, + 0.19158245623111725 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.2255607694387436 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a slowly advancing first-person perspective, we begin the film through the round headlights of a magical Volkswagen Type 2 De Luxe bus. Embracing the signature hand-painted quality of Hayao Miyazaki's animations, the bus boasts a soft creamy white upper body and a warm sky blue lower body, painted with a vintage matte sheen. It joyfully plows through the turquoise sea, its front gracefully parting the surface, stirring up circles of hand-painted white ripples and shimmering spray, while the bus gently rises and falls rhythmically with the waves. Ahead of the camera, a vast, dreamy ocean shimmers in the brilliant sunlight, while the sky is dotted with massive, puffy white cumulonimbus clouds, casting a warm, luminous hue over the world. As the bus steadily and deliberately navigates its path, the camera pans gently, capturing the magnificent and tranquil ocean panorama ahead, creating an immersive atmosphere of adventure filled with wonder and freedom.", + "seed": 10873, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_11/index_4087_seed_10873_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15903147142380475, + "vlm_logprob": -0.15903147142380475, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.15903147142380475, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19438062608242035 + ], + "opposite_logprob_tokens": [ + -1.8193806409835815 + ], + "logprob_reward": -0.19438062608242035, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19438062608242035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11536256223917007, + 0.1408417969942093, + 0.05840644612908363, + 0.051061756908893585, + 0.08003129810094833, + 0.051813285797834396, + 0.06304721534252167, + 0.24417276680469513, + 0.07080807536840439, + 0.12445475161075592 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.19438062608242035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639596704393625 + ], + "opposite_logprob_tokens": [ + -4.882639408111572 + ], + "logprob_reward": -0.007639596704393625, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639596704393625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13838787376880646, + 0.09953564405441284, + 0.12002940475940704, + 0.09615108370780945, + 0.20041245222091675, + 0.0819539725780487, + 0.1323375254869461, + 0.03750435262918472, + 0.0555298775434494, + 0.038157761096954346 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.007639596704393625 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742701053619385 + ], + "opposite_logprob_tokens": [ + -0.9742701053619385 + ], + "logprob_reward": -0.4742701053619385, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742701053619385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20920714735984802, + 0.17645949125289917, + 0.04354167729616165, + 0.0764327421784401, + 0.11188270896673203, + 0.08836691081523895, + 0.0905693918466568, + 0.042653873562812805, + 0.08537304401397705, + 0.07551303505897522 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.4742701053619385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944904405623674 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944904405623674, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944904405623674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35681989789009094, + 0.1567617505788803, + 0.03197860345244408, + 0.033183708786964417, + 0.09256945550441742, + 0.03637028485536575, + 0.052107661962509155, + 0.03871352970600128, + 0.06531701236963272, + 0.13617809116840363 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.005944904405623674 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292212456464767 + ], + "opposite_logprob_tokens": [ + -2.237922191619873 + ], + "logprob_reward": -0.11292212456464767, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292212456464767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12887272238731384, + 0.11587408185005188, + 0.13998983800411224, + 0.03815554827451706, + 0.09572241455316544, + 0.05316650867462158, + 0.1114642322063446, + 0.0666004940867424, + 0.15051116049289703, + 0.09964296966791153 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.11292212456464767 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a slowly advancing first-person perspective, we begin the film through the round headlights of a magical Volkswagen Type 2 De Luxe bus. Embracing the signature hand-painted quality of Hayao Miyazaki's animations, the bus boasts a soft creamy white upper body and a warm sky blue lower body, painted with a vintage matte sheen. It joyfully plows through the turquoise sea, its front gracefully parting the surface, stirring up circles of hand-painted white ripples and shimmering spray, while the bus gently rises and falls rhythmically with the waves. Ahead of the camera, a vast, dreamy ocean shimmers in the brilliant sunlight, while the sky is dotted with massive, puffy white cumulonimbus clouds, casting a warm, luminous hue over the world. As the bus steadily and deliberately navigates its path, the camera pans gently, capturing the magnificent and tranquil ocean panorama ahead, creating an immersive atmosphere of adventure filled with wonder and freedom.", + "seed": 10874, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_11/index_4087_seed_10874_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06930287331342697, + "vlm_logprob": -0.06930287331342697, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.06930287331342697, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13193079829216003 + ], + "opposite_logprob_tokens": [ + -2.1319308280944824 + ], + "logprob_reward": -0.13193079829216003, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13193079829216003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2314807027578354, + 0.07680117338895798, + 0.03245484456419945, + 0.04136009141802788, + 0.05604187399148941, + 0.07163533568382263, + 0.0590580590069294, + 0.27502119541168213, + 0.09646372497081757, + 0.05968296155333519 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.13193079829216003 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203292317688465 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014203292317688465, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203292317688465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12604446709156036, + 0.08021531999111176, + 0.039374031126499176, + 0.03592566028237343, + 0.0727819874882698, + 0.051187124103307724, + 0.03994109854102135, + 0.09613692760467529, + 0.21162891387939453, + 0.24676448106765747 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.014203292317688465 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029285401105881 + ], + "opposite_logprob_tokens": [ + -2.350292921066284 + ], + "logprob_reward": -0.10029285401105881, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029285401105881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17545738816261292, + 0.04600800201296806, + 0.046698540449142456, + 0.043480344116687775, + 0.05640752613544464, + 0.04946097731590271, + 0.03857596218585968, + 0.2973466217517853, + 0.12889239192008972, + 0.11767217516899109 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.10029285401105881 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069553904235363 + ], + "opposite_logprob_tokens": [ + -4.5110697746276855 + ], + "logprob_reward": -0.011069553904235363, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069553904235363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15383628010749817, + 0.0569930262863636, + 0.14575397968292236, + 0.09348791092634201, + 0.043029431253671646, + 0.06789524108171463, + 0.06621433049440384, + 0.26293766498565674, + 0.045239128172397614, + 0.0646129921078682 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.011069553904235363 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a slowly advancing first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a Volkswagen Type 2 De Luxe bus with a creamy white upper body and sky blue lower body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the bus have a hand-painted matte sheen and is it moving through a turquoise sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there massive puffy white cumulonimbus clouds in the sky casting a warm luminous hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan gently to capture the ocean panorama ahead?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901786804199219 + ], + "opposite_logprob_tokens": [ + -2.464017868041992 + ], + "logprob_reward": -0.08901786804199219, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901786804199219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21493780612945557, + 0.09377066791057587, + 0.04600972309708595, + 0.05215955898165703, + 0.04888327419757843, + 0.057316504418849945, + 0.04024575278162956, + 0.2302042543888092, + 0.08181481808423996, + 0.13465763628482819 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.08901786804199219 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_12/index_tensor([1910, 1910])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_12/index_tensor([1910, 1910])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..385aea970faca5b4a7be903c11ffb01b70dc6076 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_12/index_tensor([1910, 1910])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide shot begins from an underwater upward perspective, the camera slowly tilting downward to follow a massive humpback whale as it leisurely descends into the depths. Beams of golden jewels (the Tyndall effect) penetrate the shimmering azure water, casting a shifting, shimmering, and shimmering dappled light and shadow across its vast, smooth, blue-black skin. These dapples of light dance gracefully with its slow movements. The beast's hide is covered in white scars from age and sparsely covered with barnacles. Its signature long pectoral fins stretch gracefully like wings through the clear water, barely disturbing the water. As it steadily and leisurely descends, the illuminated world above gradually diminishes, and the surroundings transition from brilliant light blue to a deep indigo. The entire image is imbued with a tranquil, majestic, and awe-inspiring sense of life, creating an atmosphere of grandeur and tranquility.", + "seed": 11095, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_12/index_1910_seed_11095_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02916759136132896, + "vlm_logprob": -0.02916759136132896, + "vlm_yes_no_margin": 4.65, + "vlm_token_credit": -0.02916759136132896, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002096480457112193 + ], + "opposite_logprob_tokens": [ + -7.002096652984619 + ], + "logprob_reward": -0.002096480457112193, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.002096480457112193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11066103726625443, + 0.05243910104036331, + 0.037439532577991486, + 0.04773736000061035, + 0.09556204080581665, + 0.08941993117332458, + 0.12259215861558914, + 0.13744452595710754, + 0.07379519194364548, + 0.23290908336639404 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.002096480457112193 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212223701179028 + ], + "opposite_logprob_tokens": [ + -4.264212131500244 + ], + "logprob_reward": -0.014212223701179028, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212223701179028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12189490348100662, + 0.0742548480629921, + 0.08582063019275665, + 0.07070112228393555, + 0.14618495106697083, + 0.04532773047685623, + 0.09145728498697281, + 0.1712436079978943, + 0.053240615874528885, + 0.13987427949905396 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.014212223701179028 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040968069806694984 + ], + "opposite_logprob_tokens": [ + -5.504096984863281 + ], + "logprob_reward": -0.0040968069806694984, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040968069806694984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1003427729010582, + 0.10933156311511993, + 0.06354174762964249, + 0.05566449463367462, + 0.24677276611328125, + 0.07954345643520355, + 0.05768439918756485, + 0.0957886353135109, + 0.09899766743183136, + 0.09233251214027405 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.0040968069806694984 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535235844552517 + ], + "opposite_logprob_tokens": [ + -4.387535095214844 + ], + "logprob_reward": -0.012535235844552517, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535235844552517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08669782429933548, + 0.026701966300606728, + 0.049632444977760315, + 0.06629957258701324, + 0.04538854584097862, + 0.026982182636857033, + 0.06047332286834717, + 0.1399211585521698, + 0.20481230318546295, + 0.2930906414985657 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.012535235844552517 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289720982313156 + ], + "opposite_logprob_tokens": [ + -2.2378971576690674 + ], + "logprob_reward": -0.11289720982313156, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289720982313156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13297541439533234, + 0.10409239679574966, + 0.06984905153512955, + 0.09693384915590286, + 0.057122405618429184, + 0.044653359800577164, + 0.07288586348295212, + 0.13271045684814453, + 0.06206898391246796, + 0.22670814394950867 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.11289720982313156 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot begins from an underwater upward perspective, the camera slowly tilting downward to follow a massive humpback whale as it leisurely descends into the depths. Beams of golden jewels (the Tyndall effect) penetrate the shimmering azure water, casting a shifting, shimmering, and shimmering dappled light and shadow across its vast, smooth, blue-black skin. These dapples of light dance gracefully with its slow movements. The beast's hide is covered in white scars from age and sparsely covered with barnacles. Its signature long pectoral fins stretch gracefully like wings through the clear water, barely disturbing the water. As it steadily and leisurely descends, the illuminated world above gradually diminishes, and the surroundings transition from brilliant light blue to a deep indigo. The entire image is imbued with a tranquil, majestic, and awe-inspiring sense of life, creating an atmosphere of grandeur and tranquility.", + "seed": 11096, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_12/index_1910_seed_11096_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.017688676598481834, + "vlm_logprob": -0.017688676598481834, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.017688676598481834, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0023247378412634134 + ], + "opposite_logprob_tokens": [ + -7.12732458114624 + ], + "logprob_reward": -0.0023247378412634134, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0023247378412634134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09215427935123444, + 0.02182541973888874, + 0.03561561927199364, + 0.09222450852394104, + 0.07840947061777115, + 0.031008411198854446, + 0.016911344602704048, + 0.02769620716571808, + 0.04495023936033249, + 0.5592045187950134 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0023247378412634134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060823142528534 + ], + "opposite_logprob_tokens": [ + -3.8956081867218018 + ], + "logprob_reward": -0.02060823142528534, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060823142528534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1172315776348114, + 0.07363235950469971, + 0.04828360304236412, + 0.1178024485707283, + 0.06694874167442322, + 0.06591815501451492, + 0.023244449868798256, + 0.0691174790263176, + 0.08079565316438675, + 0.3370254933834076 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.02060823142528534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019433676498010755 + ], + "opposite_logprob_tokens": [ + -6.251943588256836 + ], + "logprob_reward": -0.0019433676498010755, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019433676498010755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14900317788124084, + 0.08227469772100449, + 0.052724260836839676, + 0.10571794211864471, + 0.038252800703048706, + 0.05155925452709198, + 0.059130456298589706, + 0.027007723227143288, + 0.049076855182647705, + 0.38525280356407166 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0019433676498010755 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635204285383224 + ], + "opposite_logprob_tokens": [ + -4.7586350440979 + ], + "logprob_reward": -0.008635204285383224, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635204285383224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14413906633853912, + 0.046541839838027954, + 0.08278791606426239, + 0.04003584757447243, + 0.036346711218357086, + 0.1782437562942505, + 0.05059506371617317, + 0.05273806303739548, + 0.07036472111940384, + 0.29820701479911804 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.008635204285383224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493184179067612 + ], + "opposite_logprob_tokens": [ + -2.929931879043579 + ], + "logprob_reward": -0.05493184179067612, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493184179067612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17835195362567902, + 0.1351473480463028, + 0.0851702094078064, + 0.04697785899043083, + 0.05922168493270874, + 0.11412744969129562, + 0.05619875714182854, + 0.06234625726938248, + 0.03667023032903671, + 0.2257882058620453 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.05493184179067612 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot begins from an underwater upward perspective, the camera slowly tilting downward to follow a massive humpback whale as it leisurely descends into the depths. Beams of golden jewels (the Tyndall effect) penetrate the shimmering azure water, casting a shifting, shimmering, and shimmering dappled light and shadow across its vast, smooth, blue-black skin. These dapples of light dance gracefully with its slow movements. The beast's hide is covered in white scars from age and sparsely covered with barnacles. Its signature long pectoral fins stretch gracefully like wings through the clear water, barely disturbing the water. As it steadily and leisurely descends, the illuminated world above gradually diminishes, and the surroundings transition from brilliant light blue to a deep indigo. The entire image is imbued with a tranquil, majestic, and awe-inspiring sense of life, creating an atmosphere of grandeur and tranquility.", + "seed": 11097, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_12/index_1910_seed_11097_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03913861243054271, + "vlm_logprob": -0.03913861243054271, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.03913861243054271, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0033786376006901264 + ], + "opposite_logprob_tokens": [ + -6.753378868103027 + ], + "logprob_reward": -0.0033786376006901264, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0033786376006901264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1133403405547142, + 0.13098329305648804, + 0.05757427588105202, + 0.04645214602351189, + 0.03388037160038948, + 0.04767498001456261, + 0.02881898544728756, + 0.07330121845006943, + 0.4256201982498169, + 0.042354173958301544 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.0033786376006901264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109867449849844 + ], + "opposite_logprob_tokens": [ + -4.511098861694336 + ], + "logprob_reward": -0.01109867449849844, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109867449849844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03453981131315231, + 0.2072635442018509, + 0.017781076952815056, + 0.04548843204975128, + 0.0383886843919754, + 0.30855998396873474, + 0.015430032275617123, + 0.04801551625132561, + 0.272348016500473, + 0.012184927240014076 + ], + "top_frames": [ + 5, + 8, + 1 + ], + "selected_reward": -0.01109867449849844 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645959198474884 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008645959198474884, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645959198474884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0735480785369873, + 0.1789747178554535, + 0.10838332772254944, + 0.3994791507720947, + 0.050576843321323395, + 0.0873531624674797, + 0.013823450542986393, + 0.01806650497019291, + 0.049415260553359985, + 0.02037953957915306 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.008645959198474884 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798785224556923 + ], + "opposite_logprob_tokens": [ + -3.529798746109009 + ], + "logprob_reward": -0.029798785224556923, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798785224556923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05524275079369545, + 0.11510241776704788, + 0.13661718368530273, + 0.029347876086831093, + 0.044153373688459396, + 0.12462707608938217, + 0.019493650645017624, + 0.07958327233791351, + 0.3166460394859314, + 0.07918630540370941 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -0.029798785224556923 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277100563049316 + ], + "opposite_logprob_tokens": [ + -2.017771005630493 + ], + "logprob_reward": -0.14277100563049316, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14277100563049316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09346447885036469, + 0.2340444177389145, + 0.05268285796046257, + 0.1465461403131485, + 0.032823607325553894, + 0.30807870626449585, + 0.028240730985999107, + 0.03205909579992294, + 0.03355272114276886, + 0.038507238030433655 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.14277100563049316 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot begins from an underwater upward perspective, the camera slowly tilting downward to follow a massive humpback whale as it leisurely descends into the depths. Beams of golden jewels (the Tyndall effect) penetrate the shimmering azure water, casting a shifting, shimmering, and shimmering dappled light and shadow across its vast, smooth, blue-black skin. These dapples of light dance gracefully with its slow movements. The beast's hide is covered in white scars from age and sparsely covered with barnacles. Its signature long pectoral fins stretch gracefully like wings through the clear water, barely disturbing the water. As it steadily and leisurely descends, the illuminated world above gradually diminishes, and the surroundings transition from brilliant light blue to a deep indigo. The entire image is imbued with a tranquil, majestic, and awe-inspiring sense of life, creating an atmosphere of grandeur and tranquility.", + "seed": 11098, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_12/index_1910_seed_11098_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.032696812460198996, + "vlm_logprob": -0.032696812460198996, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.032696812460198996, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001967995660379529 + ], + "opposite_logprob_tokens": [ + -7.376967906951904 + ], + "logprob_reward": -0.001967995660379529, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.001967995660379529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18579544126987457, + 0.06715034693479538, + 0.04701409116387367, + 0.04401044920086861, + 0.1211143210530281, + 0.08418969064950943, + 0.2092844694852829, + 0.114725761115551, + 0.0550042949616909, + 0.07171110063791275 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.001967995660379529 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011100678704679012 + ], + "opposite_logprob_tokens": [ + -4.511100769042969 + ], + "logprob_reward": -0.011100678704679012, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011100678704679012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20079143345355988, + 0.07458707690238953, + 0.0258469320833683, + 0.02010759525001049, + 0.06843727827072144, + 0.11127268522977829, + 0.14521466195583344, + 0.17106781899929047, + 0.04512052610516548, + 0.13755400478839874 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.011100678704679012 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028237728402018547 + ], + "opposite_logprob_tokens": [ + -5.877823829650879 + ], + "logprob_reward": -0.0028237728402018547, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028237728402018547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.319499135017395, + 0.16706082224845886, + 0.04763652756810188, + 0.16413865983486176, + 0.033735644072294235, + 0.035359419882297516, + 0.10239528119564056, + 0.03870224952697754, + 0.04078475013375282, + 0.050687436014413834 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0028237728402018547 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579153671860695 + ], + "opposite_logprob_tokens": [ + -3.8955790996551514 + ], + "logprob_reward": -0.020579153671860695, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579153671860695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1909709870815277, + 0.13944076001644135, + 0.037881046533584595, + 0.06632062047719955, + 0.08926989138126373, + 0.0674796998500824, + 0.23773856461048126, + 0.07021164894104004, + 0.050265613943338394, + 0.05042127147316933 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.020579153671860695 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with a massive humpback whale as the main subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the whale have blue-black skin covered in white scars and sparsely with barnacles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are beams of golden light (Tyndall effect) visible penetrating the azure water and casting dappled light on the whale?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the whale descend slowly into the depths while its long pectoral fins stretch like wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with an upward perspective and slowly tilt downward to follow the whale?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270124614238739 + ], + "opposite_logprob_tokens": [ + -2.1270124912261963 + ], + "logprob_reward": -0.1270124614238739, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270124614238739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17242531478405, + 0.07098004221916199, + 0.06929710507392883, + 0.100202277302742, + 0.1125078797340393, + 0.08966708928346634, + 0.12483849376440048, + 0.11926903575658798, + 0.045547161251306534, + 0.09526553750038147 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.1270124614238739 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_13/index_tensor([1415, 1415])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_13/index_tensor([1415, 1415])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..052fcbc2954d998d4f9893a914e879c5028b23f0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_13/index_tensor([1415, 1415])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This medium, eye-level shot, captured with a handheld camera, subtly panning to heighten the chaos, shows a man in his 30s at the wheel of a gleaming, aluminum, adult-sized tricycle. He stands on a wide suburban street, slick and dark beneath a gray, cloudy sky from a recent rain. The man, his brown hair plastered to his forehead, wears a vibrant yellow rain hoodie over jeans. His face perfectly conceals a comical panic, eyes wide and mouth open. He is in the midst of a frantic fishtail; both rear wheels lose traction on the wet asphalt and slide sharply to one side, setting off a dramatic arc of water. He desperately twists the handlebars in opposite directions, his body leaning hard to balance the slide, his legs flailing as he struggles to keep his feet on the pedals. The tricycle's polished aluminum frame catches the diffused light, shimmering even as it careens uncontrollably. In the background, neat suburban houses and manicured lawns, slightly out of focus, provide a calming backdrop to the unfolding chaos. The entire shot is filled with subtle film grain, adding a cinematic and nostalgic quality to a chaotic and fun moment of pure, effortless panic.", + "seed": 23246, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_13/index_1415_seed_23246_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2818567704409361, + "vlm_logprob": -0.2818567704409361, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.2818567704409361, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17177747189998627 + ], + "opposite_logprob_tokens": [ + -1.9217774868011475 + ], + "logprob_reward": -0.17177747189998627, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.17177747189998627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08450040221214294, + 0.061233557760715485, + 0.20237931609153748, + 0.04912570118904114, + 0.03838212043046951, + 0.1363266557455063, + 0.0852639302611351, + 0.13622108101844788, + 0.027323931455612183, + 0.1792432963848114 + ], + "top_frames": [ + 2, + 9, + 5 + ], + "selected_reward": -0.17177747189998627 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1371248960494995 + ], + "opposite_logprob_tokens": [ + -0.3871248960494995 + ], + "logprob_reward": -1.1371248960494995, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1371248960494995, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07058098912239075, + 0.17781269550323486, + 0.06793612986803055, + 0.035082682967185974, + 0.04679931700229645, + 0.061760541051626205, + 0.20515412092208862, + 0.11739920824766159, + 0.042130351066589355, + 0.17534391582012177 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -1.1371248960494995 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651277050375938 + ], + "opposite_logprob_tokens": [ + -4.758651256561279 + ], + "logprob_reward": -0.008651277050375938, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651277050375938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09909595549106598, + 0.13799074292182922, + 0.08582793921232224, + 0.08041363954544067, + 0.05847163870930672, + 0.11206598579883575, + 0.17789733409881592, + 0.1198377013206482, + 0.03200538828969002, + 0.0963936522603035 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.008651277050375938 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866772145032883 + ], + "opposite_logprob_tokens": [ + -3.0486676692962646 + ], + "logprob_reward": -0.04866772145032883, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866772145032883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056777264922857285, + 0.05190732330083847, + 0.20937448740005493, + 0.11780891567468643, + 0.02352672442793846, + 0.057847391813993454, + 0.10656361281871796, + 0.04527917504310608, + 0.05046750232577324, + 0.2804475724697113 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.04866772145032883 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430624857544899 + ], + "opposite_logprob_tokens": [ + -3.168062448501587 + ], + "logprob_reward": -0.0430624857544899, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430624857544899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05673469975590706, + 0.1413528025150299, + 0.19384481012821198, + 0.06402764469385147, + 0.12984687089920044, + 0.06533516943454742, + 0.020272238180041313, + 0.11081787943840027, + 0.18637818098068237, + 0.031389717012643814 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.0430624857544899 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This medium, eye-level shot, captured with a handheld camera, subtly panning to heighten the chaos, shows a man in his 30s at the wheel of a gleaming, aluminum, adult-sized tricycle. He stands on a wide suburban street, slick and dark beneath a gray, cloudy sky from a recent rain. The man, his brown hair plastered to his forehead, wears a vibrant yellow rain hoodie over jeans. His face perfectly conceals a comical panic, eyes wide and mouth open. He is in the midst of a frantic fishtail; both rear wheels lose traction on the wet asphalt and slide sharply to one side, setting off a dramatic arc of water. He desperately twists the handlebars in opposite directions, his body leaning hard to balance the slide, his legs flailing as he struggles to keep his feet on the pedals. The tricycle's polished aluminum frame catches the diffused light, shimmering even as it careens uncontrollably. In the background, neat suburban houses and manicured lawns, slightly out of focus, provide a calming backdrop to the unfolding chaos. The entire shot is filled with subtle film grain, adding a cinematic and nostalgic quality to a chaotic and fun moment of pure, effortless panic.", + "seed": 23247, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_13/index_1415_seed_23247_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.36414252072572706, + "vlm_logprob": -0.36414252072572706, + "vlm_yes_no_margin": 1.925, + "vlm_token_credit": -0.36414252072572706, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23516030609607697 + ], + "opposite_logprob_tokens": [ + -1.6101603507995605 + ], + "logprob_reward": -0.23516030609607697, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23516030609607697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3554579019546509, + 0.06524872779846191, + 0.11243888735771179, + 0.07356718927621841, + 0.060160037130117416, + 0.058468252420425415, + 0.11032915860414505, + 0.07665513455867767, + 0.038691263645887375, + 0.048983439803123474 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.23516030609607697 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063959121704102 + ], + "opposite_logprob_tokens": [ + -0.28139594197273254 + ], + "logprob_reward": -1.4063959121704102, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063959121704102, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2644090950489044, + 0.06330370903015137, + 0.15348802506923676, + 0.18387943506240845, + 0.04155397042632103, + 0.07806079089641571, + 0.06761027872562408, + 0.0399555042386055, + 0.06947436928749084, + 0.03826480731368065 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -1.4063959121704102 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011095844209194183 + ], + "opposite_logprob_tokens": [ + -4.511096000671387 + ], + "logprob_reward": -0.011095844209194183, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011095844209194183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.250296026468277, + 0.06174696236848831, + 0.1092933788895607, + 0.19512559473514557, + 0.03793153539299965, + 0.10013218969106674, + 0.0771569088101387, + 0.07074280083179474, + 0.05120938643813133, + 0.04636514559388161 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.011095844209194183 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906988799571991 + ], + "opposite_logprob_tokens": [ + -2.4640698432922363 + ], + "logprob_reward": -0.08906988799571991, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906988799571991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2106066197156906, + 0.0646803081035614, + 0.10756752640008926, + 0.1833357810974121, + 0.03475552424788475, + 0.0938415452837944, + 0.041443172842264175, + 0.12838879227638245, + 0.05050487816333771, + 0.08487588912248611 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.08906988799571991 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899065315723419 + ], + "opposite_logprob_tokens": [ + -2.5789906978607178 + ], + "logprob_reward": -0.07899065315723419, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899065315723419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31757375597953796, + 0.056141845881938934, + 0.0489954799413681, + 0.08894848823547363, + 0.02509421296417713, + 0.06103869527578354, + 0.062012672424316406, + 0.1465913951396942, + 0.08984947204589844, + 0.10375403612852097 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.07899065315723419 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This medium, eye-level shot, captured with a handheld camera, subtly panning to heighten the chaos, shows a man in his 30s at the wheel of a gleaming, aluminum, adult-sized tricycle. He stands on a wide suburban street, slick and dark beneath a gray, cloudy sky from a recent rain. The man, his brown hair plastered to his forehead, wears a vibrant yellow rain hoodie over jeans. His face perfectly conceals a comical panic, eyes wide and mouth open. He is in the midst of a frantic fishtail; both rear wheels lose traction on the wet asphalt and slide sharply to one side, setting off a dramatic arc of water. He desperately twists the handlebars in opposite directions, his body leaning hard to balance the slide, his legs flailing as he struggles to keep his feet on the pedals. The tricycle's polished aluminum frame catches the diffused light, shimmering even as it careens uncontrollably. In the background, neat suburban houses and manicured lawns, slightly out of focus, provide a calming backdrop to the unfolding chaos. The entire shot is filled with subtle film grain, adding a cinematic and nostalgic quality to a chaotic and fun moment of pure, effortless panic.", + "seed": 23248, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_13/index_1415_seed_23248_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.27724518440663815, + "vlm_logprob": -0.27724518440663815, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.27724518440663815, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19402417540550232 + ], + "opposite_logprob_tokens": [ + -1.8190242052078247 + ], + "logprob_reward": -0.19402417540550232, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19402417540550232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10129274427890778, + 0.05211448296904564, + 0.06710666418075562, + 0.03393368795514107, + 0.15160229802131653, + 0.03864697366952896, + 0.1588638722896576, + 0.3078465461730957, + 0.05527748540043831, + 0.03331519290804863 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.19402417540550232 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.053951621055603 + ], + "opposite_logprob_tokens": [ + -0.42895159125328064 + ], + "logprob_reward": -1.053951621055603, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.053951621055603, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1691736876964569, + 0.13094210624694824, + 0.09142082184553146, + 0.03241264447569847, + 0.12072893232107162, + 0.03108173981308937, + 0.06581001728773117, + 0.1695745438337326, + 0.1176767498254776, + 0.07117874175310135 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -1.053951621055603 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011094076558947563 + ], + "opposite_logprob_tokens": [ + -4.511094093322754 + ], + "logprob_reward": -0.011094076558947563, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011094076558947563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2674943208694458, + 0.06517653167247772, + 0.07949559390544891, + 0.04771537706255913, + 0.07884041965007782, + 0.059598565101623535, + 0.19077523052692413, + 0.0968673974275589, + 0.044400252401828766, + 0.06963632255792618 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.011094076558947563 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905473351478577 + ], + "opposite_logprob_tokens": [ + -2.464054822921753 + ], + "logprob_reward": -0.08905473351478577, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905473351478577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13271896541118622, + 0.19170305132865906, + 0.05544579401612282, + 0.04567205533385277, + 0.10737026482820511, + 0.12513312697410583, + 0.13241533935070038, + 0.08513269573450089, + 0.09232310950756073, + 0.03208564221858978 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.08905473351478577 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810131549835205 + ], + "opposite_logprob_tokens": [ + -3.2881011962890625 + ], + "logprob_reward": -0.03810131549835205, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810131549835205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14253400266170502, + 0.09526728093624115, + 0.14621147513389587, + 0.054088931530714035, + 0.08234920352697372, + 0.08843627572059631, + 0.04079948365688324, + 0.050184279680252075, + 0.13766343891620636, + 0.16246560215950012 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.03810131549835205 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This medium, eye-level shot, captured with a handheld camera, subtly panning to heighten the chaos, shows a man in his 30s at the wheel of a gleaming, aluminum, adult-sized tricycle. He stands on a wide suburban street, slick and dark beneath a gray, cloudy sky from a recent rain. The man, his brown hair plastered to his forehead, wears a vibrant yellow rain hoodie over jeans. His face perfectly conceals a comical panic, eyes wide and mouth open. He is in the midst of a frantic fishtail; both rear wheels lose traction on the wet asphalt and slide sharply to one side, setting off a dramatic arc of water. He desperately twists the handlebars in opposite directions, his body leaning hard to balance the slide, his legs flailing as he struggles to keep his feet on the pedals. The tricycle's polished aluminum frame catches the diffused light, shimmering even as it careens uncontrollably. In the background, neat suburban houses and manicured lawns, slightly out of focus, provide a calming backdrop to the unfolding chaos. The entire shot is filled with subtle film grain, adding a cinematic and nostalgic quality to a chaotic and fun moment of pure, effortless panic.", + "seed": 23249, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_13/index_1415_seed_23249_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3971982756629586, + "vlm_logprob": -0.3971982756629586, + "vlm_yes_no_margin": 1.900000011920929, + "vlm_token_credit": -0.3971982756629586, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3958490490913391 + ], + "opposite_logprob_tokens": [ + -1.1458489894866943 + ], + "logprob_reward": -0.3958490490913391, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3958490490913391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09744376689195633, + 0.05803532898426056, + 0.08614647388458252, + 0.04475857689976692, + 0.047281261533498764, + 0.07348281145095825, + 0.06818065047264099, + 0.2256464958190918, + 0.20973750948905945, + 0.08928710222244263 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.3958490490913391 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063899517059326 + ], + "opposite_logprob_tokens": [ + -0.2813900113105774 + ], + "logprob_reward": -1.4063899517059326, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063899517059326, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21579353511333466, + 0.08510128408670425, + 0.1798979938030243, + 0.047964032739400864, + 0.06103094667196274, + 0.08596652001142502, + 0.044780656695365906, + 0.06306184828281403, + 0.11585433781147003, + 0.10054890811443329 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -1.4063899517059326 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011096787638962269 + ], + "opposite_logprob_tokens": [ + -4.511096954345703 + ], + "logprob_reward": -0.011096787638962269, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011096787638962269, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13554958999156952, + 0.07567784190177917, + 0.16465024650096893, + 0.05522990599274635, + 0.049721840769052505, + 0.0830850824713707, + 0.04731174558401108, + 0.15489983558654785, + 0.12849529087543488, + 0.10537858307361603 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.011096787638962269 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284789562225342 + ], + "opposite_logprob_tokens": [ + -2.017848014831543 + ], + "logprob_reward": -0.14284789562225342, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14284789562225342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07270481437444687, + 0.04609919711947441, + 0.10742147266864777, + 0.05968587473034859, + 0.09596588462591171, + 0.11455722153186798, + 0.06764872372150421, + 0.15969376266002655, + 0.11909804493188858, + 0.15712499618530273 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.14284789562225342 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a man in his 30s riding an adult-sized tricycle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tricycle made of gleaming aluminum with a polished frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a vibrant yellow rain hoodie over jeans with brown hair plastered to his forehead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a frantic fishtail where the rear wheels lose traction and slide on wet asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured with a handheld camera that subtly pans while the background shows out-of-focus suburban houses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029807694256305695 + ], + "opposite_logprob_tokens": [ + -3.5298078060150146 + ], + "logprob_reward": -0.029807694256305695, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029807694256305695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21876610815525055, + 0.09349598735570908, + 0.06855988502502441, + 0.1454188972711563, + 0.06487365067005157, + 0.07695864886045456, + 0.04697439819574356, + 0.10343198478221893, + 0.08619959652423859, + 0.09532082825899124 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.029807694256305695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_14/index_tensor([4987, 4987])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_14/index_tensor([4987, 4987])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4015871134df9a7df69e29e037b1b1707b5ad9b0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_14/index_tensor([4987, 4987])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static wide-angle shot presents a scientific cross-section of a massive stratovolcano, rendered against a stark, featureless background, with a surreal, high-contrast digital appearance. At the base of the frame, a vast magma chamber shimmers with incandescent molten energy, its contents a churning, viscous mass of bright orange and yellow-white, serving as the primary light source. Rising from this fiery center, distinct layers of deep black solidified rock and porous volcanic rock rise, their formations delineated by sharp lines, casting long, dramatic shadows upward. A central conduit, visibly filled with pulsating, upward-moving magma, acts as a fiery artery connecting the chamber to the world above. The surface of the volcano's summit is visibly deformed, bulging upward into a strained dome under immense underground pressure, while a network of fine cracks spreads across the strained earth, some faintly glowing with a menacing red heat emanating from within. Every detail, from the crystalline texture of the rock to the subtle beams of superheated gas escaping from the cracks, is in impeccable, piercing focus, creating a powerful, clinical, and tense atmosphere of an impending catastrophic eruption.", + "seed": 13304, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_14/index_4987_seed_13304_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15823215222917497, + "vlm_logprob": -0.15823215222917497, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.15823215222917497, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022789012640714645 + ], + "opposite_logprob_tokens": [ + -3.8977890014648438 + ], + "logprob_reward": -0.022789012640714645, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022789012640714645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1981964260339737, + 0.08095237612724304, + 0.11865085363388062, + 0.06390682607889175, + 0.0762195885181427, + 0.09397723525762558, + 0.14297199249267578, + 0.126735657453537, + 0.0669948011636734, + 0.031394314020872116 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.022789012640714645 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578692436218262 + ], + "opposite_logprob_tokens": [ + -0.6328692436218262 + ], + "logprob_reward": -0.7578692436218262, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578692436218262, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08466588705778122, + 0.07750935107469559, + 0.4727821350097656, + 0.04251939803361893, + 0.03928468003869057, + 0.11125122755765915, + 0.07606572657823563, + 0.06416536867618561, + 0.01619507372379303, + 0.015561176463961601 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.7578692436218262 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000929281348362565 + ], + "opposite_logprob_tokens": [ + -7.000929355621338 + ], + "logprob_reward": -0.000929281348362565, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000929281348362565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19882477819919586, + 0.09214243292808533, + 0.22819139063358307, + 0.07887635380029678, + 0.03949438035488129, + 0.09670256078243256, + 0.09590479731559753, + 0.11116919666528702, + 0.03767886757850647, + 0.02101522497832775 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.000929281348362565 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595355499535799 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.00595355499535799, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595355499535799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11861281096935272, + 0.09458653628826141, + 0.5601292252540588, + 0.04736185073852539, + 0.024035869166254997, + 0.01960313878953457, + 0.05670134723186493, + 0.03332517668604851, + 0.026447219774127007, + 0.019196830689907074 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.00595355499535799 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036196685396134853 + ], + "opposite_logprob_tokens": [ + -5.62861967086792 + ], + "logprob_reward": -0.0036196685396134853, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036196685396134853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09580180048942566, + 0.07802826166152954, + 0.3087135851383209, + 0.04873381555080414, + 0.028390510007739067, + 0.15297071635723114, + 0.18191713094711304, + 0.04543940722942352, + 0.03656468540430069, + 0.02344006858766079 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.0036196685396134853 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static wide-angle shot presents a scientific cross-section of a massive stratovolcano, rendered against a stark, featureless background, with a surreal, high-contrast digital appearance. At the base of the frame, a vast magma chamber shimmers with incandescent molten energy, its contents a churning, viscous mass of bright orange and yellow-white, serving as the primary light source. Rising from this fiery center, distinct layers of deep black solidified rock and porous volcanic rock rise, their formations delineated by sharp lines, casting long, dramatic shadows upward. A central conduit, visibly filled with pulsating, upward-moving magma, acts as a fiery artery connecting the chamber to the world above. The surface of the volcano's summit is visibly deformed, bulging upward into a strained dome under immense underground pressure, while a network of fine cracks spreads across the strained earth, some faintly glowing with a menacing red heat emanating from within. Every detail, from the crystalline texture of the rock to the subtle beams of superheated gas escaping from the cracks, is in impeccable, piercing focus, creating a powerful, clinical, and tense atmosphere of an impending catastrophic eruption.", + "seed": 13305, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_14/index_4987_seed_13305_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4111405692063272, + "vlm_logprob": -0.4111405692063272, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.4111405692063272, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3160865306854248 + ], + "opposite_logprob_tokens": [ + -0.3160865008831024 + ], + "logprob_reward": -1.3160865306854248, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3160865306854248, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1709691882133484, + 0.052412696182727814, + 0.042143139988183975, + 0.11645516753196716, + 0.08073672652244568, + 0.03707103431224823, + 0.10684963315725327, + 0.13036039471626282, + 0.13444513082504272, + 0.12855684757232666 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -1.3160865306854248 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934465765953064 + ], + "opposite_logprob_tokens": [ + -0.6934465765953064 + ], + "logprob_reward": -0.6934465765953064, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934465765953064, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.148755744099617, + 0.07886935025453568, + 0.19574041664600372, + 0.05939840152859688, + 0.13967394828796387, + 0.03289663419127464, + 0.044025205075740814, + 0.026046747341752052, + 0.20096275210380554, + 0.07363079488277435 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.6934465765953064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005272056441754103 + ], + "opposite_logprob_tokens": [ + -5.255271911621094 + ], + "logprob_reward": -0.005272056441754103, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005272056441754103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1698257029056549, + 0.09467486292123795, + 0.08695049583911896, + 0.10484085977077484, + 0.07603156566619873, + 0.032535403966903687, + 0.08190926164388657, + 0.07490246742963791, + 0.1519869565963745, + 0.12634234130382538 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.005272056441754103 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029811859130859375 + ], + "opposite_logprob_tokens": [ + -3.5298118591308594 + ], + "logprob_reward": -0.029811859130859375, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029811859130859375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14199909567832947, + 0.09480894356966019, + 0.07574906200170517, + 0.05713862553238869, + 0.11308874189853668, + 0.09121034294366837, + 0.0415937714278698, + 0.05777360871434212, + 0.21061043441295624, + 0.11602740734815598 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.029811859130859375 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108582317829132 + ], + "opposite_logprob_tokens": [ + -4.5110859870910645 + ], + "logprob_reward": -0.01108582317829132, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108582317829132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13926081359386444, + 0.13673216104507446, + 0.04512721300125122, + 0.08327280730009079, + 0.07223470509052277, + 0.028807634487748146, + 0.04094249755144119, + 0.1376861035823822, + 0.20681434869766235, + 0.10912171751260757 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.01108582317829132 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static wide-angle shot presents a scientific cross-section of a massive stratovolcano, rendered against a stark, featureless background, with a surreal, high-contrast digital appearance. At the base of the frame, a vast magma chamber shimmers with incandescent molten energy, its contents a churning, viscous mass of bright orange and yellow-white, serving as the primary light source. Rising from this fiery center, distinct layers of deep black solidified rock and porous volcanic rock rise, their formations delineated by sharp lines, casting long, dramatic shadows upward. A central conduit, visibly filled with pulsating, upward-moving magma, acts as a fiery artery connecting the chamber to the world above. The surface of the volcano's summit is visibly deformed, bulging upward into a strained dome under immense underground pressure, while a network of fine cracks spreads across the strained earth, some faintly glowing with a menacing red heat emanating from within. Every detail, from the crystalline texture of the rock to the subtle beams of superheated gas escaping from the cracks, is in impeccable, piercing focus, creating a powerful, clinical, and tense atmosphere of an impending catastrophic eruption.", + "seed": 13306, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_14/index_4987_seed_13306_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3100906574632972, + "vlm_logprob": -0.3100906574632972, + "vlm_yes_no_margin": 2.675000011920929, + "vlm_token_credit": -0.3100906574632972, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.356320858001709 + ], + "opposite_logprob_tokens": [ + -1.231320858001709 + ], + "logprob_reward": -0.356320858001709, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.356320858001709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2482747584581375, + 0.04558158293366432, + 0.09181114286184311, + 0.050792694091796875, + 0.0789027065038681, + 0.09248402714729309, + 0.2567990720272064, + 0.05223968252539635, + 0.039390064775943756, + 0.043724313378334045 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.356320858001709 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370997428894043 + ], + "opposite_logprob_tokens": [ + -0.3870998024940491 + ], + "logprob_reward": -1.1370997428894043, + "yes_no_margin_reward": -0.7499999403953552, + "token_credit_reward": -1.1370997428894043, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2006717324256897, + 0.1325826346874237, + 0.03660663962364197, + 0.15299005806446075, + 0.09384652972221375, + 0.01389598660171032, + 0.18566717207431793, + 0.05438562110066414, + 0.05241084098815918, + 0.07694277912378311 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -1.1370997428894043 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002833758248016238 + ], + "opposite_logprob_tokens": [ + -5.877833843231201 + ], + "logprob_reward": -0.002833758248016238, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002833758248016238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3056260347366333, + 0.07763038575649261, + 0.053250379860401154, + 0.15102529525756836, + 0.07904147356748581, + 0.067989781498909, + 0.11423693597316742, + 0.035773128271102905, + 0.02997324988245964, + 0.08545328676700592 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.002833758248016238 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811566159129143 + ], + "opposite_logprob_tokens": [ + -3.2881157398223877 + ], + "logprob_reward": -0.03811566159129143, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811566159129143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4221673607826233, + 0.048327505588531494, + 0.04344497621059418, + 0.026649901643395424, + 0.05365816503763199, + 0.04720205068588257, + 0.22579623758792877, + 0.010999386198818684, + 0.022759264335036278, + 0.098995141685009 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.03811566159129143 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016083266586065292 + ], + "opposite_logprob_tokens": [ + -4.141083240509033 + ], + "logprob_reward": -0.016083266586065292, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016083266586065292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24802836775779724, + 0.042769402265548706, + 0.04500462859869003, + 0.18102911114692688, + 0.24091912806034088, + 0.08425542712211609, + 0.08024255186319351, + 0.03143960237503052, + 0.01973254233598709, + 0.0265792403370142 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.016083266586065292 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static wide-angle shot presents a scientific cross-section of a massive stratovolcano, rendered against a stark, featureless background, with a surreal, high-contrast digital appearance. At the base of the frame, a vast magma chamber shimmers with incandescent molten energy, its contents a churning, viscous mass of bright orange and yellow-white, serving as the primary light source. Rising from this fiery center, distinct layers of deep black solidified rock and porous volcanic rock rise, their formations delineated by sharp lines, casting long, dramatic shadows upward. A central conduit, visibly filled with pulsating, upward-moving magma, acts as a fiery artery connecting the chamber to the world above. The surface of the volcano's summit is visibly deformed, bulging upward into a strained dome under immense underground pressure, while a network of fine cracks spreads across the strained earth, some faintly glowing with a menacing red heat emanating from within. Every detail, from the crystalline texture of the rock to the subtle beams of superheated gas escaping from the cracks, is in impeccable, piercing focus, creating a powerful, clinical, and tense atmosphere of an impending catastrophic eruption.", + "seed": 13307, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_14/index_4987_seed_13307_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1334201534278691, + "vlm_logprob": -0.1334201534278691, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.1334201534278691, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07506341487169266 + ], + "opposite_logprob_tokens": [ + -2.700063467025757 + ], + "logprob_reward": -0.07506341487169266, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07506341487169266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20771104097366333, + 0.11951162666082382, + 0.05966554582118988, + 0.08590282499790192, + 0.03819262981414795, + 0.06585408002138138, + 0.07511784881353378, + 0.22175943851470947, + 0.0617019459605217, + 0.064582958817482 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.07506341487169266 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762308835983276 + ], + "opposite_logprob_tokens": [ + -0.8262308835983276 + ], + "logprob_reward": -0.5762308835983276, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762308835983276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1886993944644928, + 0.20384660363197327, + 0.09184999763965607, + 0.09394274652004242, + 0.13166271150112152, + 0.04215126857161522, + 0.05226972699165344, + 0.12464962154626846, + 0.035519786179065704, + 0.0354081466794014 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.5762308835983276 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001525192055851221 + ], + "opposite_logprob_tokens": [ + -6.501525402069092 + ], + "logprob_reward": -0.001525192055851221, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001525192055851221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16065867245197296, + 0.12250102311372757, + 0.0557921901345253, + 0.06784365326166153, + 0.10096649080514908, + 0.08865939825773239, + 0.08226242661476135, + 0.2166302353143692, + 0.03847160562872887, + 0.06621436029672623 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.001525192055851221 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081697419285774 + ], + "opposite_logprob_tokens": [ + -4.511081695556641 + ], + "logprob_reward": -0.011081697419285774, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081697419285774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18057969212532043, + 0.15279731154441833, + 0.08506038784980774, + 0.05559459328651428, + 0.08406492322683334, + 0.07335875928401947, + 0.1191069632768631, + 0.10148754715919495, + 0.07483487576246262, + 0.07311500608921051 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.011081697419285774 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static wide-angle shot of a scientific cross-section of a massive stratovolcano?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background stark and featureless?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast magma chamber visible at the base containing churning bright orange and yellow-white molten energy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the volcano's summit visibly deformed into a strained dome with a network of fine cracks spreading across the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the entire scene rendered with a surreal, high-contrast digital appearance in impeccable, piercing focus?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003199579194188118 + ], + "opposite_logprob_tokens": [ + -5.753199577331543 + ], + "logprob_reward": -0.003199579194188118, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003199579194188118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0997677817940712, + 0.14123393595218658, + 0.05325360968708992, + 0.04960509389638901, + 0.051596079021692276, + 0.14089488983154297, + 0.10674033313989639, + 0.25728514790534973, + 0.04067138582468033, + 0.05895170196890831 + ], + "top_frames": [ + 7, + 1, + 5 + ], + "selected_reward": -0.003199579194188118 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_15/index_tensor([3330, 3330])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_15/index_tensor([3330, 3330])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5467aa63459753d9cb4f5a5f27485b13b760dd90 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_15/index_tensor([3330, 3330])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely wide shot, perfectly still, captures a breathtakingly grand scene from a distant vantage point atop a gentle grassy knoll. In the foreground, a figure in a dark olive green field jacket and utility trousers stands in focused concentration. Steadily and deliberately, they raise a professional black SLR camera equipped with a powerful telephoto lens, bringing the viewfinder to their right eye. In the center, a magnificent neoclassical mansion dominates the landscape, its white marble facade and towering columns glowing warmly in the golden morning light of the setting sun. The mansion's multi-tiered windows gleam like gold, reflecting the day's final rays, and are surrounded by manicured emerald lawns and intricate hedge gardens. The photographer's body is poised, his left hand holding the long lens steady as his right index finger gently presses the shutter button—a small yet decisive movement that captures the majestic and serene atmosphere of this vast estate beneath a clear, soft sky. The long, soft shadows cast across the rolling hills and the warm, saturated color palette create a sense of timeless grandeur and quiet reverence.", + "seed": 7890, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_15/index_3330_seed_7890_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.4536877883598208, + "vlm_logprob": -0.4536877883598208, + "vlm_yes_no_margin": 1.7, + "vlm_token_credit": -0.4536877883598208, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9101544618606567 + ], + "opposite_logprob_tokens": [ + -0.5351544618606567 + ], + "logprob_reward": -0.9101544618606567, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9101544618606567, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12490309029817581, + 0.03842274099588394, + 0.004093111027032137, + 0.48695772886276245, + 0.023957418277859688, + 0.2827693819999695, + 0.008018378168344498, + 0.010515660047531128, + 0.002803944516927004, + 0.017558526247739792 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.9101544618606567 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983787298202515 + ], + "opposite_logprob_tokens": [ + -0.5233787298202515 + ], + "logprob_reward": -0.8983787298202515, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983787298202515, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.02921583317220211, + 0.0707213506102562, + 0.009322557598352432, + 0.6209796071052551, + 0.010059503838419914, + 0.10756341367959976, + 0.010877488180994987, + 0.025623973459005356, + 0.006566333118826151, + 0.10906993597745895 + ], + "top_frames": [ + 3, + 9, + 5 + ], + "selected_reward": -0.8983787298202515 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289649426937103 + ], + "opposite_logprob_tokens": [ + -1.0539649724960327 + ], + "logprob_reward": -0.4289649426937103, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289649426937103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07946349680423737, + 0.08627444505691528, + 0.02029513195157051, + 0.5947678685188293, + 0.016245372593402863, + 0.10574090480804443, + 0.004690866451710463, + 0.018065815791487694, + 0.0028446372598409653, + 0.0716114193201065 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.4289649426937103 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023302748799324036 + ], + "opposite_logprob_tokens": [ + -3.7733027935028076 + ], + "logprob_reward": -0.023302748799324036, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023302748799324036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.009495044127106667, + 0.01791655831038952, + 0.01330957468599081, + 0.9028591513633728, + 0.00940884742885828, + 0.021149298176169395, + 0.007317524868994951, + 0.0037106410600245, + 0.00181347387842834, + 0.013019978068768978 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.023302748799324036 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638058625161648 + ], + "opposite_logprob_tokens": [ + -4.882637977600098 + ], + "logprob_reward": -0.007638058625161648, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638058625161648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0968720093369484, + 0.11507681012153625, + 0.024582304060459137, + 0.07932759821414948, + 0.023373404517769814, + 0.4854995012283325, + 0.06348636746406555, + 0.012931744568049908, + 0.030414452776312828, + 0.06843578070402145 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.007638058625161648 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely wide shot, perfectly still, captures a breathtakingly grand scene from a distant vantage point atop a gentle grassy knoll. In the foreground, a figure in a dark olive green field jacket and utility trousers stands in focused concentration. Steadily and deliberately, they raise a professional black SLR camera equipped with a powerful telephoto lens, bringing the viewfinder to their right eye. In the center, a magnificent neoclassical mansion dominates the landscape, its white marble facade and towering columns glowing warmly in the golden morning light of the setting sun. The mansion's multi-tiered windows gleam like gold, reflecting the day's final rays, and are surrounded by manicured emerald lawns and intricate hedge gardens. The photographer's body is poised, his left hand holding the long lens steady as his right index finger gently presses the shutter button—a small yet decisive movement that captures the majestic and serene atmosphere of this vast estate beneath a clear, soft sky. The long, soft shadows cast across the rolling hills and the warm, saturated color palette create a sense of timeless grandeur and quiet reverence.", + "seed": 7891, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_15/index_3330_seed_7891_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.303163977060467, + "vlm_logprob": -0.303163977060467, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.303163977060467, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.32793644070625305 + ], + "opposite_logprob_tokens": [ + -1.3279364109039307 + ], + "logprob_reward": -0.32793644070625305, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.32793644070625305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16971752047538757, + 0.0527711920440197, + 0.0421135276556015, + 0.07398395240306854, + 0.05256349593400955, + 0.12698125839233398, + 0.20643344521522522, + 0.1036767065525055, + 0.16033151745796204, + 0.011427391320466995 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.32793644070625305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813928723335266 + ], + "opposite_logprob_tokens": [ + -1.4063928127288818 + ], + "logprob_reward": -0.2813928723335266, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813928723335266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17989511787891388, + 0.05704857036471367, + 0.03136991336941719, + 0.06919358670711517, + 0.037957195192575455, + 0.06320713460445404, + 0.12195069342851639, + 0.10096856206655502, + 0.302371084690094, + 0.03603817895054817 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.2813928723335266 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983319401741028 + ], + "opposite_logprob_tokens": [ + -0.5233319401741028 + ], + "logprob_reward": -0.8983319401741028, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983319401741028, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22835969924926758, + 0.07088471204042435, + 0.03805664926767349, + 0.05258819833397865, + 0.0498637817800045, + 0.08146888762712479, + 0.1285730004310608, + 0.08096937090158463, + 0.1985015869140625, + 0.07073412090539932 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.8983319401741028 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002203062642365694 + ], + "opposite_logprob_tokens": [ + -6.127202987670898 + ], + "logprob_reward": -0.002203062642365694, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002203062642365694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2888462543487549, + 0.09019022434949875, + 0.05015506222844124, + 0.040275491774082184, + 0.07760800421237946, + 0.0833117812871933, + 0.08118992298841476, + 0.08247475326061249, + 0.14589270949363708, + 0.06005573272705078 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.002203062642365694 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059555694460868835 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.0059555694460868835, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059555694460868835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27014192938804626, + 0.07869517803192139, + 0.11687266826629639, + 0.07334820181131363, + 0.12851671874523163, + 0.08955520391464233, + 0.0562659353017807, + 0.06096775829792023, + 0.07596061378717422, + 0.04967576265335083 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0059555694460868835 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely wide shot, perfectly still, captures a breathtakingly grand scene from a distant vantage point atop a gentle grassy knoll. In the foreground, a figure in a dark olive green field jacket and utility trousers stands in focused concentration. Steadily and deliberately, they raise a professional black SLR camera equipped with a powerful telephoto lens, bringing the viewfinder to their right eye. In the center, a magnificent neoclassical mansion dominates the landscape, its white marble facade and towering columns glowing warmly in the golden morning light of the setting sun. The mansion's multi-tiered windows gleam like gold, reflecting the day's final rays, and are surrounded by manicured emerald lawns and intricate hedge gardens. The photographer's body is poised, his left hand holding the long lens steady as his right index finger gently presses the shutter button—a small yet decisive movement that captures the majestic and serene atmosphere of this vast estate beneath a clear, soft sky. The long, soft shadows cast across the rolling hills and the warm, saturated color palette create a sense of timeless grandeur and quiet reverence.", + "seed": 7892, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_15/index_3330_seed_7892_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2049908079672605, + "vlm_logprob": -0.2049908079672605, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.2049908079672605, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1897713840007782 + ], + "opposite_logprob_tokens": [ + -1.8147714138031006 + ], + "logprob_reward": -0.1897713840007782, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1897713840007782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12653420865535736, + 0.11387015134096146, + 0.077279232442379, + 0.11363281309604645, + 0.12716536223888397, + 0.29118967056274414, + 0.05113934352993965, + 0.02737150341272354, + 0.04972802475094795, + 0.02208971604704857 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.1897713840007782 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762138962745667 + ], + "opposite_logprob_tokens": [ + -0.8262138962745667 + ], + "logprob_reward": -0.5762138962745667, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762138962745667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09160910546779633, + 0.07211621850728989, + 0.009479198604822159, + 0.09047389775514603, + 0.012987150810658932, + 0.22595222294330597, + 0.01810392551124096, + 0.009711862541735172, + 0.4643172323703766, + 0.005249215289950371 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.5762138962745667 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.252126008272171 + ], + "opposite_logprob_tokens": [ + -1.5021259784698486 + ], + "logprob_reward": -0.252126008272171, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.252126008272171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06605421006679535, + 0.022436633706092834, + 0.012274863198399544, + 0.021954191848635674, + 0.034797411412000656, + 0.7863321304321289, + 0.011191854253411293, + 0.0031970401760190725, + 0.038351986557245255, + 0.0034096757881343365 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.252126008272171 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00220104050822556 + ], + "opposite_logprob_tokens": [ + -6.127201080322266 + ], + "logprob_reward": -0.00220104050822556, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00220104050822556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20573727786540985, + 0.08673477172851562, + 0.03052987903356552, + 0.04934295266866684, + 0.0714646428823471, + 0.2934742271900177, + 0.02318526618182659, + 0.03264518082141876, + 0.1882333606481552, + 0.018652398139238358 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.00220104050822556 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464171078056097 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.00464171078056097, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464171078056097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13527840375900269, + 0.04200470447540283, + 0.025074202567338943, + 0.04211072251200676, + 0.04720981791615486, + 0.5381981134414673, + 0.022590480744838715, + 0.0294679906219244, + 0.10099813342094421, + 0.017067313194274902 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.00464171078056097 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely wide shot, perfectly still, captures a breathtakingly grand scene from a distant vantage point atop a gentle grassy knoll. In the foreground, a figure in a dark olive green field jacket and utility trousers stands in focused concentration. Steadily and deliberately, they raise a professional black SLR camera equipped with a powerful telephoto lens, bringing the viewfinder to their right eye. In the center, a magnificent neoclassical mansion dominates the landscape, its white marble facade and towering columns glowing warmly in the golden morning light of the setting sun. The mansion's multi-tiered windows gleam like gold, reflecting the day's final rays, and are surrounded by manicured emerald lawns and intricate hedge gardens. The photographer's body is poised, his left hand holding the long lens steady as his right index finger gently presses the shutter button—a small yet decisive movement that captures the majestic and serene atmosphere of this vast estate beneath a clear, soft sky. The long, soft shadows cast across the rolling hills and the warm, saturated color palette create a sense of timeless grandeur and quiet reverence.", + "seed": 7893, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_15/index_3330_seed_7893_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.33485734686255453, + "vlm_logprob": -0.33485734686255453, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.33485734686255453, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9075482487678528 + ], + "opposite_logprob_tokens": [ + -0.5325482487678528 + ], + "logprob_reward": -0.9075482487678528, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9075482487678528, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23247171938419342, + 0.061014916747808456, + 0.04312825947999954, + 0.025741547346115112, + 0.030434709042310715, + 0.05679801478981972, + 0.03432266414165497, + 0.052109695971012115, + 0.22713600099086761, + 0.23684251308441162 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.9075482487678528 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328747272491455 + ], + "opposite_logprob_tokens": [ + -0.7578747272491455 + ], + "logprob_reward": -0.6328747272491455, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328747272491455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35251253843307495, + 0.03880898654460907, + 0.0287618525326252, + 0.024973176419734955, + 0.06413374841213226, + 0.060218602418899536, + 0.08454358577728271, + 0.04289056733250618, + 0.12559476494789124, + 0.17756220698356628 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.6328747272491455 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11299899965524673 + ], + "opposite_logprob_tokens": [ + -2.2379989624023438 + ], + "logprob_reward": -0.11299899965524673, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11299899965524673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4020041823387146, + 0.06029946729540825, + 0.021027812734246254, + 0.011935104615986347, + 0.023907722905278206, + 0.033615101128816605, + 0.020551547408103943, + 0.21249060332775116, + 0.0657339096069336, + 0.14843453466892242 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.11299899965524673 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783650748431683 + ], + "opposite_logprob_tokens": [ + -4.634783744812012 + ], + "logprob_reward": -0.009783650748431683, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783650748431683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30247363448143005, + 0.11974184215068817, + 0.08887375146150589, + 0.04574491083621979, + 0.06699889153242111, + 0.08996760100126266, + 0.027131158858537674, + 0.05856691673398018, + 0.0958206057548523, + 0.10468070954084396 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.009783650748431683 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely wide shot taken from a distant vantage point atop a grassy knoll?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera perfectly still throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure visible wearing a dark olive green field jacket and utility trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a magnificent neoclassical mansion with a white marble facade and towering columns visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the mansion illuminated by warm golden light with multi-tiered windows gleaming like gold?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081107892096043 + ], + "opposite_logprob_tokens": [ + -4.511081218719482 + ], + "logprob_reward": -0.011081107892096043, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081107892096043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4373391568660736, + 0.04983336105942726, + 0.04472493752837181, + 0.018396573141217232, + 0.04816262051463127, + 0.12762905657291412, + 0.02763805165886879, + 0.1452115923166275, + 0.04544619098305702, + 0.0556185245513916 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.011081107892096043 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_2/index_tensor([2370, 2370])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_2/index_tensor([2370, 2370])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0c66907658d56df2dc259ba8c45ec990324e2b78 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_2/index_tensor([2370, 2370])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tense, extreme close-up shot, captured in the style of competitive cinematography, follows the subject, a man with a resolute face and a sharp jawline, wearing a dark gray, moisture-wicking athletic T-shirt. His expression of concentration and a slight frown, as if he were in the thick of a decisive tournament. Under the cool, sharp sidelight of a desk lamp, his steady, powerful hands swiftly manipulate a minimalist black blood glucose meter. A slight motion blur captures the precise moment as he swiftly and decisively inserts a test strip into the side slot. Then, the camera's sharp focus shifts to the illuminated digital display, while his face and surroundings appear slightly out of focus. The numbers on the screen are jumping and changing rapidly and silently. Every flash is as gripping as a countdown, casting a faint blue light on his focused face and the skin on his knuckles that have turned white due to exertion. The whole picture is filled with a high degree of tension and concentration, sublimating a daily health monitoring behavior into a silent duel with oneself and racing against time.", + "seed": 24408, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_2/index_2370_seed_24408_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028751982003450395, + "vlm_logprob": -0.028751982003450395, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.028751982003450395, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020405719056725502 + ], + "opposite_logprob_tokens": [ + -4.0204057693481445 + ], + "logprob_reward": -0.020405719056725502, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020405719056725502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20854608714580536, + 0.05894472077488899, + 0.0390196368098259, + 0.035149067640304565, + 0.09423691034317017, + 0.044935401529073715, + 0.034516673535108566, + 0.03716689720749855, + 0.4238632321357727, + 0.02362140081822872 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.020405719056725502 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02984229102730751 + ], + "opposite_logprob_tokens": [ + -3.5298423767089844 + ], + "logprob_reward": -0.02984229102730751, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02984229102730751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0940784364938736, + 0.03595956414937973, + 0.03626266121864319, + 0.037652309983968735, + 0.06219596415758133, + 0.06454777717590332, + 0.15093517303466797, + 0.029521968215703964, + 0.3698597848415375, + 0.11898629367351532 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.02984229102730751 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006743649020791054 + ], + "opposite_logprob_tokens": [ + -5.006743431091309 + ], + "logprob_reward": -0.006743649020791054, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006743649020791054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06079919636249542, + 0.032568491995334625, + 0.04850873723626137, + 0.17472107708454132, + 0.07995933294296265, + 0.10115458816289902, + 0.10781627893447876, + 0.06745372712612152, + 0.29062506556510925, + 0.03639354556798935 + ], + "top_frames": [ + 8, + 3, + 6 + ], + "selected_reward": -0.006743649020791054 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866647347807884 + ], + "opposite_logprob_tokens": [ + -3.048666477203369 + ], + "logprob_reward": -0.04866647347807884, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866647347807884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12128330767154694, + 0.06334204971790314, + 0.043574243783950806, + 0.0823686346411705, + 0.08012696355581284, + 0.05501529201865196, + 0.23487769067287445, + 0.05725470557808876, + 0.17703159153461456, + 0.08512549102306366 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.04866647347807884 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810177743434906 + ], + "opposite_logprob_tokens": [ + -3.2881016731262207 + ], + "logprob_reward": -0.03810177743434906, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810177743434906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06351552158594131, + 0.07448079437017441, + 0.04444551840424538, + 0.1202508956193924, + 0.2550011873245239, + 0.11819803714752197, + 0.05880732834339142, + 0.04917066544294357, + 0.18865303695201874, + 0.02747712843120098 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.03810177743434906 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tense, extreme close-up shot, captured in the style of competitive cinematography, follows the subject, a man with a resolute face and a sharp jawline, wearing a dark gray, moisture-wicking athletic T-shirt. His expression of concentration and a slight frown, as if he were in the thick of a decisive tournament. Under the cool, sharp sidelight of a desk lamp, his steady, powerful hands swiftly manipulate a minimalist black blood glucose meter. A slight motion blur captures the precise moment as he swiftly and decisively inserts a test strip into the side slot. Then, the camera's sharp focus shifts to the illuminated digital display, while his face and surroundings appear slightly out of focus. The numbers on the screen are jumping and changing rapidly and silently. Every flash is as gripping as a countdown, casting a faint blue light on his focused face and the skin on his knuckles that have turned white due to exertion. The whole picture is filled with a high degree of tension and concentration, sublimating a daily health monitoring behavior into a silent duel with oneself and racing against time.", + "seed": 24409, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_2/index_2370_seed_24409_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11913743317127228, + "vlm_logprob": -0.11913743317127228, + "vlm_yes_no_margin": 2.1, + "vlm_token_credit": -0.11913743317127228, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10303442180156708 + ], + "opposite_logprob_tokens": [ + -2.353034496307373 + ], + "logprob_reward": -0.10303442180156708, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10303442180156708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12325101345777512, + 0.08536852896213531, + 0.05003028362989426, + 0.09887254238128662, + 0.1209917813539505, + 0.12721127271652222, + 0.10433792322874069, + 0.09342125058174133, + 0.06215846911072731, + 0.13435691595077515 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.10303442180156708 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16045157611370087 + ], + "opposite_logprob_tokens": [ + -1.9104515314102173 + ], + "logprob_reward": -0.16045157611370087, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16045157611370087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24567782878875732, + 0.04709107056260109, + 0.04072953015565872, + 0.097073033452034, + 0.26536571979522705, + 0.12640517950057983, + 0.03530753403902054, + 0.059381820261478424, + 0.016413666307926178, + 0.06655465811491013 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.16045157611370087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905985206365585 + ], + "opposite_logprob_tokens": [ + -2.464059829711914 + ], + "logprob_reward": -0.08905985206365585, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905985206365585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19447261095046997, + 0.27193892002105713, + 0.20858049392700195, + 0.06474389880895615, + 0.08488945662975311, + 0.071968674659729, + 0.049320679157972336, + 0.02426314353942871, + 0.009882243350148201, + 0.019939901307225227 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.08905985206365585 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033383220434189 + ], + "opposite_logprob_tokens": [ + -2.3503339290618896 + ], + "logprob_reward": -0.10033383220434189, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033383220434189, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22582373023033142, + 0.17364734411239624, + 0.09742039442062378, + 0.12602639198303223, + 0.15288496017456055, + 0.07248948514461517, + 0.056913331151008606, + 0.034315597265958786, + 0.020548000931739807, + 0.03993077203631401 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.10033383220434189 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428074836730957 + ], + "opposite_logprob_tokens": [ + -2.0178074836730957 + ], + "logprob_reward": -0.1428074836730957, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428074836730957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2280483990907669, + 0.06926736980676651, + 0.07784214615821838, + 0.09747404605150223, + 0.18275976181030273, + 0.058595482259988785, + 0.1417541205883026, + 0.0600346215069294, + 0.0493236742913723, + 0.03490031883120537 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.1428074836730957 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tense, extreme close-up shot, captured in the style of competitive cinematography, follows the subject, a man with a resolute face and a sharp jawline, wearing a dark gray, moisture-wicking athletic T-shirt. His expression of concentration and a slight frown, as if he were in the thick of a decisive tournament. Under the cool, sharp sidelight of a desk lamp, his steady, powerful hands swiftly manipulate a minimalist black blood glucose meter. A slight motion blur captures the precise moment as he swiftly and decisively inserts a test strip into the side slot. Then, the camera's sharp focus shifts to the illuminated digital display, while his face and surroundings appear slightly out of focus. The numbers on the screen are jumping and changing rapidly and silently. Every flash is as gripping as a countdown, casting a faint blue light on his focused face and the skin on his knuckles that have turned white due to exertion. The whole picture is filled with a high degree of tension and concentration, sublimating a daily health monitoring behavior into a silent duel with oneself and racing against time.", + "seed": 24410, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_2/index_2370_seed_24410_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.043108605220913886, + "vlm_logprob": -0.043108605220913886, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.043108605220913886, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04501314461231232 + ], + "opposite_logprob_tokens": [ + -3.170013189315796 + ], + "logprob_reward": -0.04501314461231232, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04501314461231232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2732710540294647, + 0.09577977657318115, + 0.20968948304653168, + 0.02120188996195793, + 0.06266148388385773, + 0.09273932129144669, + 0.07163900136947632, + 0.05111756548285484, + 0.09923012554645538, + 0.022670287638902664 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.04501314461231232 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07010028511285782 + ], + "opposite_logprob_tokens": [ + -2.6951003074645996 + ], + "logprob_reward": -0.07010028511285782, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07010028511285782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06804908812046051, + 0.02032877504825592, + 0.021747972816228867, + 0.029489435255527496, + 0.045839693397283554, + 0.15634110569953918, + 0.40327006578445435, + 0.05012432858347893, + 0.17907081544399261, + 0.025738757103681564 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.07010028511285782 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979321263730526 + ], + "opposite_logprob_tokens": [ + -4.634793281555176 + ], + "logprob_reward": -0.00979321263730526, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979321263730526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02793414518237114, + 0.07406999170780182, + 0.029211873188614845, + 0.03123442269861698, + 0.03851642087101936, + 0.12897136807441711, + 0.14883698523044586, + 0.17286886274814606, + 0.21847321093082428, + 0.12988272309303284 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.00979321263730526 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005582749843597 + ], + "opposite_logprob_tokens": [ + -2.6950557231903076 + ], + "logprob_reward": -0.07005582749843597, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005582749843597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03708092123270035, + 0.0650445818901062, + 0.047100912779569626, + 0.02575859986245632, + 0.03895367309451103, + 0.10226200520992279, + 0.32911911606788635, + 0.1698593646287918, + 0.06161210685968399, + 0.12320874631404877 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.07005582749843597 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020580556243658066 + ], + "opposite_logprob_tokens": [ + -3.895580530166626 + ], + "logprob_reward": -0.020580556243658066, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020580556243658066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03163732588291168, + 0.038892604410648346, + 0.02192930318415165, + 0.013613123446702957, + 0.028388114646077156, + 0.05640066787600517, + 0.25828680396080017, + 0.25675758719444275, + 0.020584020763635635, + 0.27351048588752747 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.020580556243658066 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tense, extreme close-up shot, captured in the style of competitive cinematography, follows the subject, a man with a resolute face and a sharp jawline, wearing a dark gray, moisture-wicking athletic T-shirt. His expression of concentration and a slight frown, as if he were in the thick of a decisive tournament. Under the cool, sharp sidelight of a desk lamp, his steady, powerful hands swiftly manipulate a minimalist black blood glucose meter. A slight motion blur captures the precise moment as he swiftly and decisively inserts a test strip into the side slot. Then, the camera's sharp focus shifts to the illuminated digital display, while his face and surroundings appear slightly out of focus. The numbers on the screen are jumping and changing rapidly and silently. Every flash is as gripping as a countdown, casting a faint blue light on his focused face and the skin on his knuckles that have turned white due to exertion. The whole picture is filled with a high degree of tension and concentration, sublimating a daily health monitoring behavior into a silent duel with oneself and racing against time.", + "seed": 24411, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_2/index_2370_seed_24411_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07771147293969989, + "vlm_logprob": -0.07771147293969989, + "vlm_yes_no_margin": 3.124999976158142, + "vlm_token_credit": -0.07771147293969989, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14461170136928558 + ], + "opposite_logprob_tokens": [ + -2.0196115970611572 + ], + "logprob_reward": -0.14461170136928558, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14461170136928558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21854130923748016, + 0.07451722770929337, + 0.08819493651390076, + 0.06328398734331131, + 0.09917757660150528, + 0.020746251568198204, + 0.07336779683828354, + 0.307506799697876, + 0.03095436841249466, + 0.023709703236818314 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.14461170136928558 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799912303686142 + ], + "opposite_logprob_tokens": [ + -1.8049912452697754 + ], + "logprob_reward": -0.1799912303686142, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799912303686142, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13985615968704224, + 0.08198028057813644, + 0.1576957255601883, + 0.08338075876235962, + 0.14374856650829315, + 0.07244037836790085, + 0.036294251680374146, + 0.09149103611707687, + 0.11188404262065887, + 0.08122877776622772 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.1799912303686142 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204161897301674 + ], + "opposite_logprob_tokens": [ + -4.018204212188721 + ], + "logprob_reward": -0.018204161897301674, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018204161897301674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07009293884038925, + 0.12332255393266678, + 0.17801369726657867, + 0.05588832125067711, + 0.0913655236363411, + 0.13824720680713654, + 0.02738797292113304, + 0.1326868236064911, + 0.13050101697444916, + 0.052493948489427567 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.018204161897301674 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812002018094063 + ], + "opposite_logprob_tokens": [ + -3.2881200313568115 + ], + "logprob_reward": -0.03812002018094063, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812002018094063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12881913781166077, + 0.12284155935049057, + 0.14656870067119598, + 0.03571932762861252, + 0.04700611159205437, + 0.07001402229070663, + 0.07590579986572266, + 0.09772644937038422, + 0.0740668773651123, + 0.2013319879770279 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.03812002018094063 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a man with a resolute face and sharp jawline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a dark gray moisture-wicking athletic T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man manipulating a minimalist black blood glucose meter with his hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man insert a test strip into the side slot of the device?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera focus shift from the man's hands to the illuminated digital display while blurring the face and surroundings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630250882357359 + ], + "opposite_logprob_tokens": [ + -4.882630348205566 + ], + "logprob_reward": -0.007630250882357359, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630250882357359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058381468057632446, + 0.08305215835571289, + 0.05161786824464798, + 0.20339936017990112, + 0.19370168447494507, + 0.24165089428424835, + 0.0592767596244812, + 0.03108184039592743, + 0.030242398381233215, + 0.047595590353012085 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.007630250882357359 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_3/index_tensor([2747, 2747])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_3/index_tensor([2747, 2747])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9656178a836d7444f9e31caa66bad490ad8fabd8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_3/index_tensor([2747, 2747])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a medium shot, the camera moving forward incredibly slowly, creating an intimate feeling of glimpsing a private moment. In a bright, yet empty corner of a late-night convenience store, a young couple cuddles by a large floor-to-ceiling window. The man, wearing a loose, off-white hooded sweatshirt, sits sideways, his arm gently wrapped around the woman's shoulders. The woman, wearing an earth-toned knit cardigan, rests her full weight securely on him, her head resting gently on his shoulder, her hands cradling a steaming white paper cup. The fluorescent lighting inside the convenience store is deliberately rendered in a warm, vintage hue, suffusing the image with a soft golden glow and permeating the air with a nostalgic cinematic quality. Outside, the night is deep, only scattered streetlights and the faint trails of distant car taillights cast a stark contrast to the warm atmosphere inside. As the camera steadily and calmly zooms in, the picture gradually focuses on the faces of the two of them. They both have their eyes closed, with a subtle but very real smile on the corners of their mouths. Their cheeks appear particularly soft under the warm light, and every strand of hair is clearly visible, perfectly capturing the kind of contentment and tranquility found in ordinary moments that requires no words.", + "seed": 23179, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_3/index_2747_seed_23179_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1453418201766908, + "vlm_logprob": -0.1453418201766908, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.1453418201766908, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6946285963058472 + ], + "opposite_logprob_tokens": [ + -0.6946285963058472 + ], + "logprob_reward": -0.6946285963058472, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6946285963058472, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21557240188121796, + 0.15201465785503387, + 0.28162825107574463, + 0.026946140453219414, + 0.0459839329123497, + 0.02112474851310253, + 0.04510233923792839, + 0.10265053063631058, + 0.03190586343407631, + 0.0770711600780487 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.6946285963058472 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009804663248360157 + ], + "opposite_logprob_tokens": [ + -4.634804725646973 + ], + "logprob_reward": -0.009804663248360157, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009804663248360157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11661205440759659, + 0.06756364554166794, + 0.20506830513477325, + 0.15481355786323547, + 0.03655994310975075, + 0.028278276324272156, + 0.03443799912929535, + 0.10752418637275696, + 0.03740892931818962, + 0.21173307299613953 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.009804663248360157 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950473714619875 + ], + "opposite_logprob_tokens": [ + -5.130950450897217 + ], + "logprob_reward": -0.005950473714619875, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950473714619875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046744879335165024, + 0.027857553213834763, + 0.7033150792121887, + 0.06777288019657135, + 0.020749425515532494, + 0.01194202620536089, + 0.007636986207216978, + 0.06926779448986053, + 0.021091366186738014, + 0.023621998727321625 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.005950473714619875 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005256284959614277 + ], + "opposite_logprob_tokens": [ + -5.255256175994873 + ], + "logprob_reward": -0.005256284959614277, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005256284959614277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02363710291683674, + 0.022980181500315666, + 0.691906750202179, + 0.07655014097690582, + 0.029134763404726982, + 0.00929221697151661, + 0.019152583554387093, + 0.08314691483974457, + 0.017449606209993362, + 0.026749715209007263 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.005256284959614277 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069082655012608 + ], + "opposite_logprob_tokens": [ + -4.511069297790527 + ], + "logprob_reward": -0.011069082655012608, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069082655012608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027714138850569725, + 0.03346095606684685, + 0.10552491247653961, + 0.3108401298522949, + 0.023945406079292297, + 0.05520850419998169, + 0.04046867415308952, + 0.3176238536834717, + 0.04105120152235031, + 0.04416217654943466 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.011069082655012608 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a medium shot, the camera moving forward incredibly slowly, creating an intimate feeling of glimpsing a private moment. In a bright, yet empty corner of a late-night convenience store, a young couple cuddles by a large floor-to-ceiling window. The man, wearing a loose, off-white hooded sweatshirt, sits sideways, his arm gently wrapped around the woman's shoulders. The woman, wearing an earth-toned knit cardigan, rests her full weight securely on him, her head resting gently on his shoulder, her hands cradling a steaming white paper cup. The fluorescent lighting inside the convenience store is deliberately rendered in a warm, vintage hue, suffusing the image with a soft golden glow and permeating the air with a nostalgic cinematic quality. Outside, the night is deep, only scattered streetlights and the faint trails of distant car taillights cast a stark contrast to the warm atmosphere inside. As the camera steadily and calmly zooms in, the picture gradually focuses on the faces of the two of them. They both have their eyes closed, with a subtle but very real smile on the corners of their mouths. Their cheeks appear particularly soft under the warm light, and every strand of hair is clearly visible, perfectly capturing the kind of contentment and tranquility found in ordinary moments that requires no words.", + "seed": 23180, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_3/index_2747_seed_23180_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09248711373656988, + "vlm_logprob": -0.09248711373656988, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.09248711373656988, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43031442165374756 + ], + "opposite_logprob_tokens": [ + -1.0553144216537476 + ], + "logprob_reward": -0.43031442165374756, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43031442165374756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.261902391910553, + 0.034002047032117844, + 0.03288141265511513, + 0.05496545881032944, + 0.11725138872861862, + 0.03255581483244896, + 0.0669032633304596, + 0.2487855851650238, + 0.07335511595010757, + 0.07739756256341934 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.43031442165374756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008658131584525108 + ], + "opposite_logprob_tokens": [ + -4.758657932281494 + ], + "logprob_reward": -0.008658131584525108, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008658131584525108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1430051326751709, + 0.05395913124084473, + 0.03002055175602436, + 0.04881107807159424, + 0.03900185227394104, + 0.019038468599319458, + 0.05501670762896538, + 0.13717469573020935, + 0.30004367232322693, + 0.17392869293689728 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.008658131584525108 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463838828727603 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.00463838828727603, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463838828727603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15189245343208313, + 0.08481620252132416, + 0.029890287667512894, + 0.05367323011159897, + 0.05241250619292259, + 0.05611895024776459, + 0.0915648490190506, + 0.10925538837909698, + 0.14757466316223145, + 0.22280150651931763 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.00463838828727603 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046372017823159695 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.0046372017823159695, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046372017823159695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13026858866214752, + 0.127793550491333, + 0.04718371108174324, + 0.0485951229929924, + 0.07233817875385284, + 0.051502157002687454, + 0.06920434534549713, + 0.11937658488750458, + 0.09914262592792511, + 0.2345951646566391 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0046372017823159695 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187425374984741 + ], + "opposite_logprob_tokens": [ + -4.264187335968018 + ], + "logprob_reward": -0.014187425374984741, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187425374984741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09715006500482559, + 0.03839707747101784, + 0.028880078345537186, + 0.05142650008201599, + 0.04612276330590248, + 0.048781219869852066, + 0.09531805664300919, + 0.053842753171920776, + 0.08013705164194107, + 0.4599444270133972 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.014187425374984741 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a medium shot, the camera moving forward incredibly slowly, creating an intimate feeling of glimpsing a private moment. In a bright, yet empty corner of a late-night convenience store, a young couple cuddles by a large floor-to-ceiling window. The man, wearing a loose, off-white hooded sweatshirt, sits sideways, his arm gently wrapped around the woman's shoulders. The woman, wearing an earth-toned knit cardigan, rests her full weight securely on him, her head resting gently on his shoulder, her hands cradling a steaming white paper cup. The fluorescent lighting inside the convenience store is deliberately rendered in a warm, vintage hue, suffusing the image with a soft golden glow and permeating the air with a nostalgic cinematic quality. Outside, the night is deep, only scattered streetlights and the faint trails of distant car taillights cast a stark contrast to the warm atmosphere inside. As the camera steadily and calmly zooms in, the picture gradually focuses on the faces of the two of them. They both have their eyes closed, with a subtle but very real smile on the corners of their mouths. Their cheeks appear particularly soft under the warm light, and every strand of hair is clearly visible, perfectly capturing the kind of contentment and tranquility found in ordinary moments that requires no words.", + "seed": 23181, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_3/index_2747_seed_23181_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05439272248186171, + "vlm_logprob": -0.05439272248186171, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.05439272248186171, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23221738636493683 + ], + "opposite_logprob_tokens": [ + -1.6072174310684204 + ], + "logprob_reward": -0.23221738636493683, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23221738636493683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14821775257587433, + 0.09514421224594116, + 0.06540195643901825, + 0.0667337104678154, + 0.12929637730121613, + 0.07536956667900085, + 0.12314552813768387, + 0.09951383620500565, + 0.1379876732826233, + 0.059189409017562866 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.23221738636493683 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028385131154209375 + ], + "opposite_logprob_tokens": [ + -5.877838611602783 + ], + "logprob_reward": -0.0028385131154209375, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028385131154209375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.233592689037323, + 0.10922805219888687, + 0.03993026539683342, + 0.04118580371141434, + 0.07160744816064835, + 0.041591811925172806, + 0.08347606658935547, + 0.029012765735387802, + 0.2282380312681198, + 0.12213709950447083 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0028385131154209375 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00248873233795166 + ], + "opposite_logprob_tokens": [ + -6.002488613128662 + ], + "logprob_reward": -0.00248873233795166, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00248873233795166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12584146857261658, + 0.08443396538496017, + 0.07903869450092316, + 0.1367298811674118, + 0.0970141664147377, + 0.08855944126844406, + 0.08277545869350433, + 0.059373561292886734, + 0.0754079520702362, + 0.17082543671131134 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.00248873233795166 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637320525944233 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637320525944233, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637320525944233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1494722217321396, + 0.057878974825143814, + 0.04251956194639206, + 0.06705598533153534, + 0.07764125615358353, + 0.18207302689552307, + 0.10256574302911758, + 0.07261946052312851, + 0.11780588328838348, + 0.13036800920963287 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.004637320525944233 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029781660065054893 + ], + "opposite_logprob_tokens": [ + -3.5297815799713135 + ], + "logprob_reward": -0.029781660065054893, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029781660065054893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09452690929174423, + 0.033875297755002975, + 0.050986841320991516, + 0.07117258757352829, + 0.08248502761125565, + 0.060329996049404144, + 0.12275570631027222, + 0.05943817272782326, + 0.11489024013280869, + 0.30953919887542725 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.029781660065054893 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a medium shot, the camera moving forward incredibly slowly, creating an intimate feeling of glimpsing a private moment. In a bright, yet empty corner of a late-night convenience store, a young couple cuddles by a large floor-to-ceiling window. The man, wearing a loose, off-white hooded sweatshirt, sits sideways, his arm gently wrapped around the woman's shoulders. The woman, wearing an earth-toned knit cardigan, rests her full weight securely on him, her head resting gently on his shoulder, her hands cradling a steaming white paper cup. The fluorescent lighting inside the convenience store is deliberately rendered in a warm, vintage hue, suffusing the image with a soft golden glow and permeating the air with a nostalgic cinematic quality. Outside, the night is deep, only scattered streetlights and the faint trails of distant car taillights cast a stark contrast to the warm atmosphere inside. As the camera steadily and calmly zooms in, the picture gradually focuses on the faces of the two of them. They both have their eyes closed, with a subtle but very real smile on the corners of their mouths. Their cheeks appear particularly soft under the warm light, and every strand of hair is clearly visible, perfectly capturing the kind of contentment and tranquility found in ordinary moments that requires no words.", + "seed": 23182, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_3/index_2747_seed_23182_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03394604679197073, + "vlm_logprob": -0.03394604679197073, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.03394604679197073, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12883082032203674 + ], + "opposite_logprob_tokens": [ + -2.128830909729004 + ], + "logprob_reward": -0.12883082032203674, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12883082032203674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11231257021427155, + 0.13185444474220276, + 0.0874524787068367, + 0.12597034871578217, + 0.0827239602804184, + 0.03079240769147873, + 0.14067642390727997, + 0.023955008015036583, + 0.07921458035707474, + 0.18504779040813446 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.12883082032203674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005965523421764374 + ], + "opposite_logprob_tokens": [ + -5.130965709686279 + ], + "logprob_reward": -0.005965523421764374, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005965523421764374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22015275061130524, + 0.054093923419713974, + 0.060189101845026016, + 0.2641279399394989, + 0.04007836431264877, + 0.015462242998182774, + 0.04136419668793678, + 0.03591093793511391, + 0.11038082093000412, + 0.15823978185653687 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.005965523421764374 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076268198899924755 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.0076268198899924755, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076268198899924755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12931537628173828, + 0.041512422263622284, + 0.03417915850877762, + 0.06848753988742828, + 0.05129941180348396, + 0.03190307319164276, + 0.10121899098157883, + 0.03227194398641586, + 0.038926463574171066, + 0.47088566422462463 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.0076268198899924755 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673760985955596 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.00673760985955596, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673760985955596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11121323704719543, + 0.046181946992874146, + 0.02721952460706234, + 0.03602069243788719, + 0.04182162880897522, + 0.025888679549098015, + 0.1015239730477333, + 0.04405174404382706, + 0.09905041009187698, + 0.4670282006263733 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.00673760985955596 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a bright, empty corner of a late-night convenience store?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young couple cuddling by a large floor-to-ceiling window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a loose, off-white hooded sweatshirt with his arm around the woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the woman wearing an earth-toned knit cardigan while holding a steaming white paper cup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a medium shot and steadily zoom in on the couple's faces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020569460466504097 + ], + "opposite_logprob_tokens": [ + -3.8955695629119873 + ], + "logprob_reward": -0.020569460466504097, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020569460466504097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09501510858535767, + 0.03585389256477356, + 0.049605842679739, + 0.10842429101467133, + 0.08796105533838272, + 0.05844154953956604, + 0.26969820261001587, + 0.03962182626128197, + 0.1337984949350357, + 0.12157973647117615 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.020569460466504097 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_4/index_tensor([7981, 7981])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_4/index_tensor([7981, 7981])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f0e581e6ad84291312adc2ee7e7ece2c0d119693 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_4/index_tensor([7981, 7981])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static low-angle shot captures a slow-motion territorial battle between two ornate, spiky brown shells, their forms locked in a silent yet powerful struggle. The scene is rendered in a gritty, industrial style, dominated by harsh directional lighting, creating a dramatic black-and-white contrast. Resembling calcareous, gnarled inkstones, these shells are an intricate tapestry of tan and black cynar, their surfaces covered in intricate growth lines and sharp, dangerous spines that are currently interlocked. They push against each other with tremendous, grinding force, a motion that is almost imperceptible yet conveys incredible pressure. They rest on a dark, metallic coral reef, an unnatural surface of pitted, corroded gunmetal gray that gleams and shimmers with oil in the intense light. A powerful light source, directed from high above and to the right, cuts through the frame, casting one side of the combatants in a stark, clinical glow that accentuates every rough texture while plunging the other into deep, impenetrable shadow. The color palette is cool and desaturated, creating a tense, brutal atmosphere that transforms this natural conflict into a raw, mechanical, and unforgiving duel.", + "seed": 18884, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_4/index_7981_seed_18884_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10471819378435612, + "vlm_logprob": -0.10471819378435612, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.10471819378435612, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004738648887723684 + ], + "opposite_logprob_tokens": [ + -5.504738807678223 + ], + "logprob_reward": -0.004738648887723684, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004738648887723684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13513144850730896, + 0.2284744530916214, + 0.03792056813836098, + 0.1688118577003479, + 0.049991425126791, + 0.07070615142583847, + 0.07864458858966827, + 0.10674622654914856, + 0.055055201053619385, + 0.06851810216903687 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.004738648887723684 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062046267092227936 + ], + "opposite_logprob_tokens": [ + -2.8120462894439697 + ], + "logprob_reward": -0.062046267092227936, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062046267092227936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15427890419960022, + 0.1190159022808075, + 0.05874021723866463, + 0.1332935243844986, + 0.05370887741446495, + 0.2271684855222702, + 0.04266960173845291, + 0.06868596374988556, + 0.1052817851305008, + 0.037156786769628525 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.062046267092227936 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634591285139322 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634591285139322, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634591285139322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12165762484073639, + 0.10249447077512741, + 0.06874993443489075, + 0.08884087204933167, + 0.02295018918812275, + 0.26859384775161743, + 0.09407166391611099, + 0.10110190510749817, + 0.049806032329797745, + 0.08173348009586334 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.004634591285139322 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288928210735321 + ], + "opposite_logprob_tokens": [ + -1.0538928508758545 + ], + "logprob_reward": -0.4288928210735321, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288928210735321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22601278126239777, + 0.13603709638118744, + 0.060114119201898575, + 0.254357248544693, + 0.056745801120996475, + 0.028350189328193665, + 0.04169803485274315, + 0.05924654006958008, + 0.029495947062969208, + 0.10794222354888916 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.4288928210735321 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327864058315754 + ], + "opposite_logprob_tokens": [ + -3.7732787132263184 + ], + "logprob_reward": -0.02327864058315754, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327864058315754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16539151966571808, + 0.07347936928272247, + 0.037474848330020905, + 0.2940812408924103, + 0.09348278492689133, + 0.12966516613960266, + 0.0515594519674778, + 0.05949722230434418, + 0.053171757608652115, + 0.04219668731093407 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.02327864058315754 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static low-angle shot captures a slow-motion territorial battle between two ornate, spiky brown shells, their forms locked in a silent yet powerful struggle. The scene is rendered in a gritty, industrial style, dominated by harsh directional lighting, creating a dramatic black-and-white contrast. Resembling calcareous, gnarled inkstones, these shells are an intricate tapestry of tan and black cynar, their surfaces covered in intricate growth lines and sharp, dangerous spines that are currently interlocked. They push against each other with tremendous, grinding force, a motion that is almost imperceptible yet conveys incredible pressure. They rest on a dark, metallic coral reef, an unnatural surface of pitted, corroded gunmetal gray that gleams and shimmers with oil in the intense light. A powerful light source, directed from high above and to the right, cuts through the frame, casting one side of the combatants in a stark, clinical glow that accentuates every rough texture while plunging the other into deep, impenetrable shadow. The color palette is cool and desaturated, creating a tense, brutal atmosphere that transforms this natural conflict into a raw, mechanical, and unforgiving duel.", + "seed": 18885, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_4/index_7981_seed_18885_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0976336296647787, + "vlm_logprob": -0.0976336296647787, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.0976336296647787, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02122439444065094 + ], + "opposite_logprob_tokens": [ + -3.8962244987487793 + ], + "logprob_reward": -0.02122439444065094, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02122439444065094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14062310755252838, + 0.031978145241737366, + 0.018837852403521538, + 0.057868365198373795, + 0.04221508651971817, + 0.05732211843132973, + 0.12442685663700104, + 0.09679975360631943, + 0.3268081843852997, + 0.10312053561210632 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.02122439444065094 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897313684225082 + ], + "opposite_logprob_tokens": [ + -2.5789730548858643 + ], + "logprob_reward": -0.07897313684225082, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897313684225082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.146884486079216, + 0.03501579910516739, + 0.036727458238601685, + 0.04142676666378975, + 0.03452406823635101, + 0.07069484144449234, + 0.10293862968683243, + 0.0741882175207138, + 0.3850432336330414, + 0.07255647331476212 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.07897313684225082 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327864058315754 + ], + "opposite_logprob_tokens": [ + -3.7732787132263184 + ], + "logprob_reward": -0.02327864058315754, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327864058315754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22885450720787048, + 0.13271716237068176, + 0.040817990899086, + 0.06702245026826859, + 0.061145585030317307, + 0.05515246093273163, + 0.05690106377005577, + 0.05251946300268173, + 0.11042704433202744, + 0.19444230198860168 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.02327864058315754 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486294746398926 + ], + "opposite_logprob_tokens": [ + -1.2236294746398926 + ], + "logprob_reward": -0.3486294746398926, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486294746398926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12219849228858948, + 0.06031930446624756, + 0.033280473202466965, + 0.029908619821071625, + 0.1300269216299057, + 0.014931785874068737, + 0.026093974709510803, + 0.026122022420167923, + 0.4965894818305969, + 0.06052889674901962 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.3486294746398926 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062501817941666 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.016062501817941666, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062501817941666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08604013174772263, + 0.04209362342953682, + 0.022984908893704414, + 0.023024041205644608, + 0.03332153335213661, + 0.025270793586969376, + 0.05464063584804535, + 0.03346225619316101, + 0.5460605025291443, + 0.13310156762599945 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.016062501817941666 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static low-angle shot captures a slow-motion territorial battle between two ornate, spiky brown shells, their forms locked in a silent yet powerful struggle. The scene is rendered in a gritty, industrial style, dominated by harsh directional lighting, creating a dramatic black-and-white contrast. Resembling calcareous, gnarled inkstones, these shells are an intricate tapestry of tan and black cynar, their surfaces covered in intricate growth lines and sharp, dangerous spines that are currently interlocked. They push against each other with tremendous, grinding force, a motion that is almost imperceptible yet conveys incredible pressure. They rest on a dark, metallic coral reef, an unnatural surface of pitted, corroded gunmetal gray that gleams and shimmers with oil in the intense light. A powerful light source, directed from high above and to the right, cuts through the frame, casting one side of the combatants in a stark, clinical glow that accentuates every rough texture while plunging the other into deep, impenetrable shadow. The color palette is cool and desaturated, creating a tense, brutal atmosphere that transforms this natural conflict into a raw, mechanical, and unforgiving duel.", + "seed": 18886, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_4/index_7981_seed_18886_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11824268568307161, + "vlm_logprob": -0.11824268568307161, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.11824268568307161, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01043247152119875 + ], + "opposite_logprob_tokens": [ + -4.635432243347168 + ], + "logprob_reward": -0.01043247152119875, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01043247152119875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21378587186336517, + 0.04654904454946518, + 0.11618679761886597, + 0.09738024324178696, + 0.09607900679111481, + 0.029408961534500122, + 0.039506737142801285, + 0.0927036702632904, + 0.13363327085971832, + 0.1347663849592209 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.01043247152119875 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035571694374084 + ], + "opposite_logprob_tokens": [ + -1.9103556871414185 + ], + "logprob_reward": -0.16035571694374084, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035571694374084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13979507982730865, + 0.09675846248865128, + 0.08843369036912918, + 0.13500051200389862, + 0.11355867236852646, + 0.02257031388580799, + 0.024721339344978333, + 0.14656893908977509, + 0.1419166773557663, + 0.09067627042531967 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.16035571694374084 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809385746717453 + ], + "opposite_logprob_tokens": [ + -3.2880938053131104 + ], + "logprob_reward": -0.03809385746717453, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809385746717453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15223830938339233, + 0.06315890699625015, + 0.08432497084140778, + 0.06366802752017975, + 0.06944765895605087, + 0.02470846101641655, + 0.01228608563542366, + 0.3633945882320404, + 0.0482938215136528, + 0.11847911030054092 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.03809385746717453 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486400842666626 + ], + "opposite_logprob_tokens": [ + -1.2236400842666626 + ], + "logprob_reward": -0.3486400842666626, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486400842666626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10006038099527359, + 0.15854430198669434, + 0.09407555311918259, + 0.10289469361305237, + 0.07872264832258224, + 0.05473688617348671, + 0.036157771944999695, + 0.1401728242635727, + 0.06770632416009903, + 0.16692857444286346 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.3486400842666626 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033691298216581345 + ], + "opposite_logprob_tokens": [ + -3.40869140625 + ], + "logprob_reward": -0.033691298216581345, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033691298216581345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06940658390522003, + 0.12549690902233124, + 0.10260555893182755, + 0.06282353401184082, + 0.09400873631238937, + 0.042758308351039886, + 0.024221444502472878, + 0.12319774925708771, + 0.03976359963417053, + 0.31571754813194275 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.033691298216581345 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static low-angle shot captures a slow-motion territorial battle between two ornate, spiky brown shells, their forms locked in a silent yet powerful struggle. The scene is rendered in a gritty, industrial style, dominated by harsh directional lighting, creating a dramatic black-and-white contrast. Resembling calcareous, gnarled inkstones, these shells are an intricate tapestry of tan and black cynar, their surfaces covered in intricate growth lines and sharp, dangerous spines that are currently interlocked. They push against each other with tremendous, grinding force, a motion that is almost imperceptible yet conveys incredible pressure. They rest on a dark, metallic coral reef, an unnatural surface of pitted, corroded gunmetal gray that gleams and shimmers with oil in the intense light. A powerful light source, directed from high above and to the right, cuts through the frame, casting one side of the combatants in a stark, clinical glow that accentuates every rough texture while plunging the other into deep, impenetrable shadow. The color palette is cool and desaturated, creating a tense, brutal atmosphere that transforms this natural conflict into a raw, mechanical, and unforgiving duel.", + "seed": 18887, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_4/index_7981_seed_18887_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17033254988491536, + "vlm_logprob": -0.17033254988491536, + "vlm_yes_no_margin": 2.1500000238418577, + "vlm_token_credit": -0.17033254988491536, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021088307723402977 + ], + "opposite_logprob_tokens": [ + -3.8960883617401123 + ], + "logprob_reward": -0.021088307723402977, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021088307723402977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10697817802429199, + 0.2808135151863098, + 0.07360798865556717, + 0.218451127409935, + 0.09334291517734528, + 0.07127143442630768, + 0.02464888244867325, + 0.049679212272167206, + 0.057173341512680054, + 0.024033429101109505 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.021088307723402977 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38704976439476013 + ], + "opposite_logprob_tokens": [ + -1.1370497941970825 + ], + "logprob_reward": -0.38704976439476013, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38704976439476013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1552167534828186, + 0.2908364236354828, + 0.0699373334646225, + 0.06999219208955765, + 0.03312791511416435, + 0.03139575198292732, + 0.11975202709436417, + 0.12202716618776321, + 0.05783441662788391, + 0.0498800054192543 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.38704976439476013 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278019964694977 + ], + "opposite_logprob_tokens": [ + -2.017780303955078 + ], + "logprob_reward": -0.14278019964694977, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14278019964694977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33948877453804016, + 0.04872376099228859, + 0.13464729487895966, + 0.0628223791718483, + 0.054326657205820084, + 0.16380056738853455, + 0.039890728890895844, + 0.03843594714999199, + 0.059525471180677414, + 0.058338381350040436 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.14278019964694977 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25210025906562805 + ], + "opposite_logprob_tokens": [ + -1.5021002292633057 + ], + "logprob_reward": -0.25210025906562805, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25210025906562805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24171467125415802, + 0.1613757312297821, + 0.1108284443616867, + 0.05120277777314186, + 0.0711611956357956, + 0.09407418221235275, + 0.027134545147418976, + 0.03960826247930527, + 0.1019216999411583, + 0.10097844153642654 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.25210025906562805 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two ornate, spiky brown shells visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shells engaged in a slow-motion struggle where their forms are locked together?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a dark, metallic coral reef with a pitted, corroded gunmetal gray surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting harsh and directional, coming from high above and to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot an extreme close-up with a static camera angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864421859383583 + ], + "opposite_logprob_tokens": [ + -3.0486443042755127 + ], + "logprob_reward": -0.04864421859383583, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864421859383583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05545806884765625, + 0.4399023652076721, + 0.06497510522603989, + 0.03799847140908241, + 0.07536645233631134, + 0.0973283052444458, + 0.05793518200516701, + 0.039356060326099396, + 0.03466770425438881, + 0.09701226651668549 + ], + "top_frames": [ + 1, + 5, + 9 + ], + "selected_reward": -0.04864421859383583 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_5/index_tensor([8535, 8535])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_5/index_tensor([8535, 8535])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ac8ea8744a7499b0e7551395743b1ac5a337ba6b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_5/index_tensor([8535, 8535])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning close-up shot in the style of a nature documentary, the camera, in a slow, smooth orbiting motion, rotates 360 degrees around a helmet jellyfish. Its nearly transparent bell, sculpted from crystal, emanates a faint, ghostly, pale-blue bioluminescence against the inky blackness of the deep sea, revealing the intricate structure within. The ghostly creature gracefully and rhythmically contracts and expands its bell, each pulse leisurely propelling it upward through the endless darkness. Descending from its base, delicate, thread-like tentacles float and dance softly behind it like a dreamy veil. The background is a bottomless inky black, shimmering only in the soft beam of the photographic light, tiny particles of marine snow, like dust motes, further accentuating the jellyfish's solitary and otherworldly presence. The entire rotating lens captures every dreamlike moment in astonishing detail, vividly displaying the fragile beauty and mystery of this deep-sea life, creating a tranquil, ethereal and awe-inspiring atmosphere.", + "seed": 14669, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_5/index_8535_seed_14669_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027339148335158825, + "vlm_logprob": -0.027339148335158825, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.027339148335158825, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0199053343385458 + ], + "opposite_logprob_tokens": [ + -4.0199055671691895 + ], + "logprob_reward": -0.0199053343385458, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0199053343385458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08942147344350815, + 0.0767040103673935, + 0.19144698977470398, + 0.11687684804201126, + 0.08599629998207092, + 0.0529513955116272, + 0.022788282483816147, + 0.09246256202459335, + 0.11359817534685135, + 0.15775394439697266 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.0199053343385458 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212694019079208 + ], + "opposite_logprob_tokens": [ + -4.264212608337402 + ], + "logprob_reward": -0.014212694019079208, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212694019079208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1481512486934662, + 0.12158400565385818, + 0.070760577917099, + 0.0676451325416565, + 0.0726383849978447, + 0.14141845703125, + 0.017110276967287064, + 0.172420933842659, + 0.04520206153392792, + 0.14306890964508057 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.014212694019079208 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.078971266746521 + ], + "opposite_logprob_tokens": [ + -2.5789713859558105 + ], + "logprob_reward": -0.078971266746521, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.078971266746521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10159376263618469, + 0.12584051489830017, + 0.11953309178352356, + 0.1632978916168213, + 0.08770455420017242, + 0.06796002388000488, + 0.057750631123781204, + 0.10733853280544281, + 0.10401417315006256, + 0.06496679037809372 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.078971266746521 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075330898165703 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075330898165703, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075330898165703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0930836945772171, + 0.0718223974108696, + 0.10605806112289429, + 0.09639584273099899, + 0.05122790485620499, + 0.10646073520183563, + 0.06320293247699738, + 0.0682208240032196, + 0.062214791774749756, + 0.2813127934932709 + ], + "top_frames": [ + 9, + 5, + 2 + ], + "selected_reward": -0.011075330898165703 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012531115673482418 + ], + "opposite_logprob_tokens": [ + -4.387531280517578 + ], + "logprob_reward": -0.012531115673482418, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012531115673482418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2612440586090088, + 0.06752640008926392, + 0.14642250537872314, + 0.048188913613557816, + 0.06477365642786026, + 0.07290150225162506, + 0.053161803632974625, + 0.12356366962194443, + 0.0718216598033905, + 0.09039579331874847 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.012531115673482418 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up shot in the style of a nature documentary, the camera, in a slow, smooth orbiting motion, rotates 360 degrees around a helmet jellyfish. Its nearly transparent bell, sculpted from crystal, emanates a faint, ghostly, pale-blue bioluminescence against the inky blackness of the deep sea, revealing the intricate structure within. The ghostly creature gracefully and rhythmically contracts and expands its bell, each pulse leisurely propelling it upward through the endless darkness. Descending from its base, delicate, thread-like tentacles float and dance softly behind it like a dreamy veil. The background is a bottomless inky black, shimmering only in the soft beam of the photographic light, tiny particles of marine snow, like dust motes, further accentuating the jellyfish's solitary and otherworldly presence. The entire rotating lens captures every dreamlike moment in astonishing detail, vividly displaying the fragile beauty and mystery of this deep-sea life, creating a tranquil, ethereal and awe-inspiring atmosphere.", + "seed": 14670, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_5/index_8535_seed_14670_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07919123098254204, + "vlm_logprob": -0.07919123098254204, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.07919123098254204, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02480609342455864 + ], + "opposite_logprob_tokens": [ + -3.774806022644043 + ], + "logprob_reward": -0.02480609342455864, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02480609342455864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31378236413002014, + 0.05652270466089249, + 0.051614124327898026, + 0.0962197408080101, + 0.057834796607494354, + 0.07074976712465286, + 0.09185405820608139, + 0.06742909550666809, + 0.09803993254899979, + 0.09595343470573425 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.02480609342455864 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020595503970980644 + ], + "opposite_logprob_tokens": [ + -3.8955955505371094 + ], + "logprob_reward": -0.020595503970980644, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020595503970980644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3882735073566437, + 0.11341847479343414, + 0.031784091144800186, + 0.08569324761629105, + 0.02865348942577839, + 0.03546734154224396, + 0.0406358502805233, + 0.03043573908507824, + 0.08889756351709366, + 0.1567407250404358 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.020595503970980644 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28132766485214233 + ], + "opposite_logprob_tokens": [ + -1.406327724456787 + ], + "logprob_reward": -0.28132766485214233, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28132766485214233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14767344295978546, + 0.13881711661815643, + 0.1016019657254219, + 0.11718839406967163, + 0.08527002483606339, + 0.07906913757324219, + 0.02825266495347023, + 0.027350828051567078, + 0.06863943487405777, + 0.20613709092140198 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.28132766485214233 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865182563662529 + ], + "opposite_logprob_tokens": [ + -3.048651933670044 + ], + "logprob_reward": -0.04865182563662529, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865182563662529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30517008900642395, + 0.1423414945602417, + 0.049124255776405334, + 0.08696726709604263, + 0.05897293984889984, + 0.056869976222515106, + 0.03272530436515808, + 0.08006719499826431, + 0.11484957486391068, + 0.07291191071271896 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.04865182563662529 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020575067028403282 + ], + "opposite_logprob_tokens": [ + -3.8955750465393066 + ], + "logprob_reward": -0.020575067028403282, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020575067028403282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24120724201202393, + 0.07061290740966797, + 0.07544334977865219, + 0.3899810016155243, + 0.0220955777913332, + 0.05028325319290161, + 0.027098366990685463, + 0.05280285328626633, + 0.013315290212631226, + 0.057160183787345886 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.020575067028403282 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up shot in the style of a nature documentary, the camera, in a slow, smooth orbiting motion, rotates 360 degrees around a helmet jellyfish. Its nearly transparent bell, sculpted from crystal, emanates a faint, ghostly, pale-blue bioluminescence against the inky blackness of the deep sea, revealing the intricate structure within. The ghostly creature gracefully and rhythmically contracts and expands its bell, each pulse leisurely propelling it upward through the endless darkness. Descending from its base, delicate, thread-like tentacles float and dance softly behind it like a dreamy veil. The background is a bottomless inky black, shimmering only in the soft beam of the photographic light, tiny particles of marine snow, like dust motes, further accentuating the jellyfish's solitary and otherworldly presence. The entire rotating lens captures every dreamlike moment in astonishing detail, vividly displaying the fragile beauty and mystery of this deep-sea life, creating a tranquil, ethereal and awe-inspiring atmosphere.", + "seed": 14671, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_5/index_8535_seed_14671_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.031704104505479336, + "vlm_logprob": -0.031704104505479336, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.031704104505479336, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01828165166079998 + ], + "opposite_logprob_tokens": [ + -4.14328145980835 + ], + "logprob_reward": -0.01828165166079998, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01828165166079998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0668426975607872, + 0.08478382974863052, + 0.13320401310920715, + 0.07718677073717117, + 0.04842449352145195, + 0.32518622279167175, + 0.029444914311170578, + 0.11759979277849197, + 0.07026858627796173, + 0.04705864191055298 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.01828165166079998 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016086550429463387 + ], + "opposite_logprob_tokens": [ + -4.141086578369141 + ], + "logprob_reward": -0.016086550429463387, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016086550429463387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0644083023071289, + 0.05160486325621605, + 0.06487171351909637, + 0.05718795210123062, + 0.04537949338555336, + 0.5468361973762512, + 0.057731375098228455, + 0.06310272216796875, + 0.02322371117770672, + 0.02565368451178074 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.016086550429463387 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001970708370209 + ], + "opposite_logprob_tokens": [ + -2.6950197219848633 + ], + "logprob_reward": -0.07001970708370209, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001970708370209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20427437126636505, + 0.04506978392601013, + 0.16302959620952606, + 0.0470331571996212, + 0.056293029338121414, + 0.24397848546504974, + 0.052778445184230804, + 0.0402047298848629, + 0.0376955009996891, + 0.10964295268058777 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.07001970708370209 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305940493941307 + ], + "opposite_logprob_tokens": [ + -3.1680593490600586 + ], + "logprob_reward": -0.04305940493941307, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305940493941307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043491143733263016, + 0.02091204561293125, + 0.19262303411960602, + 0.036715440452098846, + 0.018135350197553635, + 0.19156019389629364, + 0.033073388040065765, + 0.3754224479198456, + 0.059895098209381104, + 0.02817186713218689 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -0.04305940493941307 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073208414018154 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.011073208414018154, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073208414018154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18436995148658752, + 0.058746639639139175, + 0.07248911261558533, + 0.33177316188812256, + 0.019086329266428947, + 0.09956082701683044, + 0.07108218222856522, + 0.05574197694659233, + 0.019319875165820122, + 0.08782991766929626 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.011073208414018154 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning close-up shot in the style of a nature documentary, the camera, in a slow, smooth orbiting motion, rotates 360 degrees around a helmet jellyfish. Its nearly transparent bell, sculpted from crystal, emanates a faint, ghostly, pale-blue bioluminescence against the inky blackness of the deep sea, revealing the intricate structure within. The ghostly creature gracefully and rhythmically contracts and expands its bell, each pulse leisurely propelling it upward through the endless darkness. Descending from its base, delicate, thread-like tentacles float and dance softly behind it like a dreamy veil. The background is a bottomless inky black, shimmering only in the soft beam of the photographic light, tiny particles of marine snow, like dust motes, further accentuating the jellyfish's solitary and otherworldly presence. The entire rotating lens captures every dreamlike moment in astonishing detail, vividly displaying the fragile beauty and mystery of this deep-sea life, creating a tranquil, ethereal and awe-inspiring atmosphere.", + "seed": 14672, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_5/index_8535_seed_14672_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.024124090932309626, + "vlm_logprob": -0.024124090932309626, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.024124090932309626, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015244635753333569 + ], + "opposite_logprob_tokens": [ + -4.265244483947754 + ], + "logprob_reward": -0.015244635753333569, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015244635753333569, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2049216479063034, + 0.07844341546297073, + 0.1586085557937622, + 0.042638614773750305, + 0.09117424488067627, + 0.06889474391937256, + 0.045794036239385605, + 0.14411026239395142, + 0.061077989637851715, + 0.10433650016784668 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.015244635753333569 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160839706659317 + ], + "opposite_logprob_tokens": [ + -4.14108419418335 + ], + "logprob_reward": -0.0160839706659317, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160839706659317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08621376752853394, + 0.1946467161178589, + 0.05604277551174164, + 0.026853317394852638, + 0.04384130239486694, + 0.3037084937095642, + 0.05885731428861618, + 0.029995061457157135, + 0.021509457379579544, + 0.17833176255226135 + ], + "top_frames": [ + 5, + 1, + 9 + ], + "selected_reward": -0.0160839706659317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305826127529144 + ], + "opposite_logprob_tokens": [ + -3.168058156967163 + ], + "logprob_reward": -0.04305826127529144, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305826127529144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15872377157211304, + 0.04862546548247337, + 0.033320069313049316, + 0.04579848796129227, + 0.050234317779541016, + 0.16843275725841522, + 0.1077578216791153, + 0.03394003584980965, + 0.024519886821508408, + 0.3286474049091339 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.04305826127529144 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369729220867157 + ], + "opposite_logprob_tokens": [ + -3.4086973667144775 + ], + "logprob_reward": -0.03369729220867157, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369729220867157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10494464635848999, + 0.05333764851093292, + 0.05574838072061539, + 0.036106061190366745, + 0.03374772146344185, + 0.09375733137130737, + 0.08737928420305252, + 0.06658443063497543, + 0.03967496007680893, + 0.42871952056884766 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.03369729220867157 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a helmet jellyfish with a nearly transparent, crystal-like bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the jellyfish emit a faint, ghostly, pale-blue bioluminescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a slow, smooth orbiting motion rotating 360 degrees around the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are delicate, thread-like tentacles visible descending from the base of the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an inky black deep sea containing tiny particles of marine snow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536294758319855 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536294758319855, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536294758319855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22200356423854828, + 0.10127687454223633, + 0.042925551533699036, + 0.0421949177980423, + 0.13821949064731598, + 0.10081461817026138, + 0.08936681598424911, + 0.07744137942790985, + 0.0320613756775856, + 0.15369540452957153 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.012536294758319855 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_6/index_tensor([6544, 6544])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_6/index_tensor([6544, 6544])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..539b15a4a26ff59e2286c12ebaa648724c1118aa --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_6/index_tensor([6544, 6544])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a perfectly locked-off, medium close-up shot, a vibrant mantis shrimp hovers quietly in crystal-clear tropical waters. Its segmented carapace, clad in iridescent emerald, sapphire blue, and vibrant orange, shimmers like porcelain under the bright sunlight filtering through the water's surface, creating swaying caustics. Its body is slightly curled, its prominent, independently movable compound eyes warily observing the horizon. Its hammer-like raptors (predatory appendages) are tucked tightly beneath its body, like a fully wound spring, gathering terrifying power ready to explode. Suddenly, the entire scene explodes with Bones Studio's signature high-energy, fluid animation. With a speed barely perceptible to the naked eye, the raptor's limbs, rendered in a blur of colorful afterimages at the extreme frame rate, rip through the tranquil waters. Then, at the front of its impact path, a spherical shockwave, instantly formed from countless tiny, seething cavitation bubbles, violently spread outward—a silent \"howl\"—creating a visual feast in absolute silence. This piercing white ring of energy contrasted sharply with the vibrant neon colors of the mantis shrimp itself. Throughout this process, the completely still camera remained motionless, its extreme stability creating a thrilling dramatic tension with the creature's instantaneous, all-shattering burst of violent power, vividly conveying this momentary physical wonder through animated form.", + "seed": 25752, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_6/index_6544_seed_25752_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2807446814374998, + "vlm_logprob": -0.2807446814374998, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.2807446814374998, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0068976860493421555 + ], + "opposite_logprob_tokens": [ + -5.131897449493408 + ], + "logprob_reward": -0.0068976860493421555, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0068976860493421555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19199936091899872, + 0.08144456148147583, + 0.04866742342710495, + 0.06926222890615463, + 0.09289349615573883, + 0.20388372242450714, + 0.08977093547582626, + 0.06612009555101395, + 0.08808395266532898, + 0.06787416338920593 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0068976860493421555 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028356602415442467 + ], + "opposite_logprob_tokens": [ + -5.877835750579834 + ], + "logprob_reward": -0.0028356602415442467, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028356602415442467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0964958518743515, + 0.07302767783403397, + 0.07330877333879471, + 0.04073242470622063, + 0.035345908254384995, + 0.15591171383857727, + 0.14856848120689392, + 0.05633590370416641, + 0.243992418050766, + 0.07628082484006882 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.0028356602415442467 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790078416466713 + ], + "opposite_logprob_tokens": [ + -2.579007863998413 + ], + "logprob_reward": -0.0790078416466713, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790078416466713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11186151951551437, + 0.08438396453857422, + 0.06507362425327301, + 0.056730762124061584, + 0.07193394750356674, + 0.07157173752784729, + 0.14449787139892578, + 0.044865403324365616, + 0.2911365032196045, + 0.05794471874833107 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.0790078416466713 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001515312702395022 + ], + "opposite_logprob_tokens": [ + -6.5015153884887695 + ], + "logprob_reward": -0.001515312702395022, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001515312702395022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08773063123226166, + 0.0532064288854599, + 0.02767333947122097, + 0.06285983324050903, + 0.04282298684120178, + 0.04877110943198204, + 0.21016962826251984, + 0.2302722930908203, + 0.17224086821079254, + 0.06425286829471588 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.001515312702395022 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134669065475464 + ], + "opposite_logprob_tokens": [ + -0.3134669363498688 + ], + "logprob_reward": -1.3134669065475464, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134669065475464, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0724841058254242, + 0.04645364731550217, + 0.03571075573563576, + 0.07813122868537903, + 0.08235471695661545, + 0.0994461327791214, + 0.1741497665643692, + 0.08336267620325089, + 0.11658097058534622, + 0.21132603287696838 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -1.3134669065475464 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In a perfectly locked-off, medium close-up shot, a vibrant mantis shrimp hovers quietly in crystal-clear tropical waters. Its segmented carapace, clad in iridescent emerald, sapphire blue, and vibrant orange, shimmers like porcelain under the bright sunlight filtering through the water's surface, creating swaying caustics. Its body is slightly curled, its prominent, independently movable compound eyes warily observing the horizon. Its hammer-like raptors (predatory appendages) are tucked tightly beneath its body, like a fully wound spring, gathering terrifying power ready to explode. Suddenly, the entire scene explodes with Bones Studio's signature high-energy, fluid animation. With a speed barely perceptible to the naked eye, the raptor's limbs, rendered in a blur of colorful afterimages at the extreme frame rate, rip through the tranquil waters. Then, at the front of its impact path, a spherical shockwave, instantly formed from countless tiny, seething cavitation bubbles, violently spread outward—a silent \"howl\"—creating a visual feast in absolute silence. This piercing white ring of energy contrasted sharply with the vibrant neon colors of the mantis shrimp itself. Throughout this process, the completely still camera remained motionless, its extreme stability creating a thrilling dramatic tension with the creature's instantaneous, all-shattering burst of violent power, vividly conveying this momentary physical wonder through animated form.", + "seed": 25753, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_6/index_6544_seed_25753_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3996791869867593, + "vlm_logprob": -0.3996791869867593, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.3996791869867593, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02741081826388836 + ], + "opposite_logprob_tokens": [ + -3.6524107456207275 + ], + "logprob_reward": -0.02741081826388836, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02741081826388836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1598854959011078, + 0.09972171485424042, + 0.12411543726921082, + 0.13221557438373566, + 0.09518299251794815, + 0.056615427136421204, + 0.06437023729085922, + 0.0886949673295021, + 0.08920462429523468, + 0.08999351412057877 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.02741081826388836 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002504190895706415 + ], + "opposite_logprob_tokens": [ + -6.002504348754883 + ], + "logprob_reward": -0.002504190895706415, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002504190895706415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12243007868528366, + 0.17004424333572388, + 0.10132552683353424, + 0.07155381143093109, + 0.1131119504570961, + 0.059067901223897934, + 0.04791153222322464, + 0.058108434081077576, + 0.056950442492961884, + 0.1994960904121399 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.002504190895706415 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16041024029254913 + ], + "opposite_logprob_tokens": [ + -1.9104102849960327 + ], + "logprob_reward": -0.16041024029254913, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16041024029254913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22485551238059998, + 0.09457804262638092, + 0.08494174480438232, + 0.11983257532119751, + 0.05998702719807625, + 0.0966772735118866, + 0.08615914732217789, + 0.0669972375035286, + 0.05122016370296478, + 0.11475126445293427 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.16041024029254913 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003192092990502715 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.003192092990502715, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003192092990502715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11151044815778732, + 0.044779855757951736, + 0.10743191838264465, + 0.05319914221763611, + 0.029741080477833748, + 0.33049875497817993, + 0.05031000077724457, + 0.03991853818297386, + 0.14930374920368195, + 0.08330655097961426 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.003192092990502715 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.80487859249115 + ], + "opposite_logprob_tokens": [ + -0.1798786073923111 + ], + "logprob_reward": -1.80487859249115, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.80487859249115, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1794680953025818, + 0.11162759363651276, + 0.07212602347135544, + 0.10717321187257767, + 0.08591047674417496, + 0.07275345176458359, + 0.11504704505205154, + 0.09268996864557266, + 0.06733667105436325, + 0.09586741775274277 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -1.80487859249115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In a perfectly locked-off, medium close-up shot, a vibrant mantis shrimp hovers quietly in crystal-clear tropical waters. Its segmented carapace, clad in iridescent emerald, sapphire blue, and vibrant orange, shimmers like porcelain under the bright sunlight filtering through the water's surface, creating swaying caustics. Its body is slightly curled, its prominent, independently movable compound eyes warily observing the horizon. Its hammer-like raptors (predatory appendages) are tucked tightly beneath its body, like a fully wound spring, gathering terrifying power ready to explode. Suddenly, the entire scene explodes with Bones Studio's signature high-energy, fluid animation. With a speed barely perceptible to the naked eye, the raptor's limbs, rendered in a blur of colorful afterimages at the extreme frame rate, rip through the tranquil waters. Then, at the front of its impact path, a spherical shockwave, instantly formed from countless tiny, seething cavitation bubbles, violently spread outward—a silent \"howl\"—creating a visual feast in absolute silence. This piercing white ring of energy contrasted sharply with the vibrant neon colors of the mantis shrimp itself. Throughout this process, the completely still camera remained motionless, its extreme stability creating a thrilling dramatic tension with the creature's instantaneous, all-shattering burst of violent power, vividly conveying this momentary physical wonder through animated form.", + "seed": 25754, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_6/index_6544_seed_25754_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.36023065843619406, + "vlm_logprob": -0.36023065843619406, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.36023065843619406, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011516519822180271 + ], + "opposite_logprob_tokens": [ + -4.636516571044922 + ], + "logprob_reward": -0.011516519822180271, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.011516519822180271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15673665702342987, + 0.08886032551527023, + 0.05428004264831543, + 0.05035980045795441, + 0.1188017725944519, + 0.17234385013580322, + 0.04573358967900276, + 0.10331661254167557, + 0.1865101009607315, + 0.023057222366333008 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.011516519822180271 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004654881544411182 + ], + "opposite_logprob_tokens": [ + -5.379654884338379 + ], + "logprob_reward": -0.004654881544411182, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004654881544411182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1454685926437378, + 0.12144205719232559, + 0.04064858704805374, + 0.03960416465997696, + 0.11240541189908981, + 0.14153699576854706, + 0.06740523874759674, + 0.11552006751298904, + 0.17214609682559967, + 0.043822795152664185 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.004654881544411182 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28136956691741943 + ], + "opposite_logprob_tokens": [ + -1.4063695669174194 + ], + "logprob_reward": -0.28136956691741943, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28136956691741943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10863232612609863, + 0.06750866025686264, + 0.06637226790189743, + 0.05824308469891548, + 0.07010718435049057, + 0.09134408086538315, + 0.10084670782089233, + 0.17475411295890808, + 0.23124784231185913, + 0.030943753197789192 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.28136956691741943 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015149556566029787 + ], + "opposite_logprob_tokens": [ + -6.501514911651611 + ], + "logprob_reward": -0.0015149556566029787, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015149556566029787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06183204799890518, + 0.07220630347728729, + 0.05958876758813858, + 0.03728612884879112, + 0.14230383932590485, + 0.285025954246521, + 0.10606873780488968, + 0.10721979290246964, + 0.07745269685983658, + 0.05101575702428818 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.0015149556566029787 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020973682403564 + ], + "opposite_logprob_tokens": [ + -0.25209730863571167 + ], + "logprob_reward": -1.5020973682403564, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020973682403564, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14104273915290833, + 0.03805561736226082, + 0.0323648676276207, + 0.041215378791093826, + 0.07830643653869629, + 0.1989656686782837, + 0.07428959012031555, + 0.17042016983032227, + 0.1477370709180832, + 0.07760241627693176 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -1.5020973682403564 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In a perfectly locked-off, medium close-up shot, a vibrant mantis shrimp hovers quietly in crystal-clear tropical waters. Its segmented carapace, clad in iridescent emerald, sapphire blue, and vibrant orange, shimmers like porcelain under the bright sunlight filtering through the water's surface, creating swaying caustics. Its body is slightly curled, its prominent, independently movable compound eyes warily observing the horizon. Its hammer-like raptors (predatory appendages) are tucked tightly beneath its body, like a fully wound spring, gathering terrifying power ready to explode. Suddenly, the entire scene explodes with Bones Studio's signature high-energy, fluid animation. With a speed barely perceptible to the naked eye, the raptor's limbs, rendered in a blur of colorful afterimages at the extreme frame rate, rip through the tranquil waters. Then, at the front of its impact path, a spherical shockwave, instantly formed from countless tiny, seething cavitation bubbles, violently spread outward—a silent \"howl\"—creating a visual feast in absolute silence. This piercing white ring of energy contrasted sharply with the vibrant neon colors of the mantis shrimp itself. Throughout this process, the completely still camera remained motionless, its extreme stability creating a thrilling dramatic tension with the creature's instantaneous, all-shattering burst of violent power, vividly conveying this momentary physical wonder through animated form.", + "seed": 25755, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_6/index_6544_seed_25755_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.27570483689196407, + "vlm_logprob": -0.27570483689196407, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.27570483689196407, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009988208301365376 + ], + "opposite_logprob_tokens": [ + -4.759988307952881 + ], + "logprob_reward": -0.009988208301365376, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009988208301365376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31088685989379883, + 0.13462543487548828, + 0.0358709953725338, + 0.042475420981645584, + 0.07781187444925308, + 0.08803372085094452, + 0.0454743430018425, + 0.10368987172842026, + 0.10067879408597946, + 0.060452669858932495 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.009988208301365376 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036311899311840534 + ], + "opposite_logprob_tokens": [ + -5.628631114959717 + ], + "logprob_reward": -0.0036311899311840534, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036311899311840534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3876991868019104, + 0.15291735529899597, + 0.057910919189453125, + 0.1234896332025528, + 0.045297328382730484, + 0.04832696169614792, + 0.04893341660499573, + 0.051980435848236084, + 0.028690645471215248, + 0.05475413054227829 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0036311899311840534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22560518980026245 + ], + "opposite_logprob_tokens": [ + -1.6006052494049072 + ], + "logprob_reward": -0.22560518980026245, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22560518980026245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2269812673330307, + 0.20502477884292603, + 0.09963258355855942, + 0.0868007019162178, + 0.10423748195171356, + 0.05043128505349159, + 0.07824641466140747, + 0.07398831099271774, + 0.03730113059282303, + 0.037355996668338776 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.22560518980026245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002198661444708705 + ], + "opposite_logprob_tokens": [ + -6.127198696136475 + ], + "logprob_reward": -0.002198661444708705, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002198661444708705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17474205791950226, + 0.16623662412166595, + 0.033995840698480606, + 0.035661838948726654, + 0.055528704077005386, + 0.04629002884030342, + 0.08152062445878983, + 0.2066918909549713, + 0.094545379281044, + 0.10478703677654266 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.002198661444708705 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a mantis shrimp in crystal-clear tropical waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the shrimp display a segmented carapace with iridescent emerald, sapphire blue, and vibrant orange colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the shrimp's hammer-like raptor appendages initially tucked tightly beneath its body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shrimp rapidly strike the water, creating a spherical shockwave of tiny cavitation bubbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely locked-off and motionless throughout the entire sequence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1371009349822998 + ], + "opposite_logprob_tokens": [ + -0.3871009349822998 + ], + "logprob_reward": -1.1371009349822998, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1371009349822998, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1589900702238083, + 0.14415067434310913, + 0.03394736349582672, + 0.0349823497235775, + 0.09252624958753586, + 0.04941963031888008, + 0.0504981130361557, + 0.1163041740655899, + 0.18479350209236145, + 0.13438780605793 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -1.1371009349822998 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_7/index_tensor([6248, 6248])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_7/index_tensor([6248, 6248])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..639346102e8e942eb7a9eb9053a53db02503fbaa --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_7/index_tensor([6248, 6248])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a classic 16-bit pixel art style, a shaky overhead shot closely follows a character equipped with a massive rocket arm as they soar vertically at breakneck speed. Clad in tight armor composed of blue and gray pixels, the character's massive metal rocket arm blasts downward from the elbow with a massive cone of fiery white, yellow, and orange pixels. This pulsing flame becomes the sole source of light, its violent flickering light instantly illuminating the surrounding narrow passage walls, composed of dark brown and gray pixels, casting a constantly dancing, high-contrast play of light and shadow on the rough pixel surfaces. As the character soars, the unstable camera feed trembles violently from the immense propulsive force, and blurred pixel particles zip past beneath them, perfectly embodying the tense, powerful, and dynamic atmosphere of vertical advancement typical of retro games.", + "seed": 27864, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_7/index_6248_seed_27864_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16103170758578927, + "vlm_logprob": -0.16103170758578927, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.16103170758578927, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43922486901283264 + ], + "opposite_logprob_tokens": [ + -1.0642248392105103 + ], + "logprob_reward": -0.43922486901283264, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43922486901283264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14845587313175201, + 0.08153825253248215, + 0.05710407719016075, + 0.12787602841854095, + 0.025559628382325172, + 0.21358813345432281, + 0.07000970095396042, + 0.15435412526130676, + 0.062117189168930054, + 0.059397000819444656 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.43922486901283264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20164088904857635 + ], + "opposite_logprob_tokens": [ + -1.7016408443450928 + ], + "logprob_reward": -0.20164088904857635, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20164088904857635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2836569845676422, + 0.050607163459062576, + 0.037011805921792984, + 0.02538096345961094, + 0.016914114356040955, + 0.35913360118865967, + 0.02389718033373356, + 0.11783435940742493, + 0.0414283461868763, + 0.04413556680083275 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.20164088904857635 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022072256542742252 + ], + "opposite_logprob_tokens": [ + -6.127207279205322 + ], + "logprob_reward": -0.0022072256542742252, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022072256542742252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1380361169576645, + 0.05920914560556412, + 0.07593540847301483, + 0.05972830951213837, + 0.03552927449345589, + 0.16465723514556885, + 0.10385280102491379, + 0.1367740035057068, + 0.15785865485668182, + 0.0684189721941948 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.0022072256542742252 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017135950038209558 + ], + "opposite_logprob_tokens": [ + -6.376713752746582 + ], + "logprob_reward": -0.0017135950038209558, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017135950038209558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15731480717658997, + 0.051942262798547745, + 0.037773508578538895, + 0.035394784063100815, + 0.06071322783827782, + 0.2807147800922394, + 0.07125280052423477, + 0.1097956970334053, + 0.13113844394683838, + 0.0639597475528717 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.0017135950038209558 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037195920944214 + ], + "opposite_logprob_tokens": [ + -1.910372018814087 + ], + "logprob_reward": -0.16037195920944214, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037195920944214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14135241508483887, + 0.030621737241744995, + 0.028824180364608765, + 0.024576460942626, + 0.03383365646004677, + 0.1072692722082138, + 0.13454847037792206, + 0.32931652665138245, + 0.03210441395640373, + 0.13755284249782562 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.16037195920944214 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a classic 16-bit pixel art style, a shaky overhead shot closely follows a character equipped with a massive rocket arm as they soar vertically at breakneck speed. Clad in tight armor composed of blue and gray pixels, the character's massive metal rocket arm blasts downward from the elbow with a massive cone of fiery white, yellow, and orange pixels. This pulsing flame becomes the sole source of light, its violent flickering light instantly illuminating the surrounding narrow passage walls, composed of dark brown and gray pixels, casting a constantly dancing, high-contrast play of light and shadow on the rough pixel surfaces. As the character soars, the unstable camera feed trembles violently from the immense propulsive force, and blurred pixel particles zip past beneath them, perfectly embodying the tense, powerful, and dynamic atmosphere of vertical advancement typical of retro games.", + "seed": 27865, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_7/index_6248_seed_27865_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.027393941255286335, + "vlm_logprob": -0.027393941255286335, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.027393941255286335, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09468133747577667 + ], + "opposite_logprob_tokens": [ + -2.4696812629699707 + ], + "logprob_reward": -0.09468133747577667, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09468133747577667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1925639510154724, + 0.12204818427562714, + 0.10192232578992844, + 0.17672748863697052, + 0.11140972375869751, + 0.043258871883153915, + 0.032602813094854355, + 0.053473059087991714, + 0.07104532420635223, + 0.09494823962450027 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.09468133747577667 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012561134994029999 + ], + "opposite_logprob_tokens": [ + -4.387561321258545 + ], + "logprob_reward": -0.012561134994029999, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012561134994029999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2002466320991516, + 0.0459086112678051, + 0.08830990642309189, + 0.2469901442527771, + 0.05257585644721985, + 0.025936275720596313, + 0.02910119667649269, + 0.07092829793691635, + 0.21685248613357544, + 0.02315058745443821 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.012561134994029999 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595379201695323 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.00595379201695323, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595379201695323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13156543672084808, + 0.05193262919783592, + 0.14056198298931122, + 0.0745416134595871, + 0.13244298100471497, + 0.05546277388930321, + 0.12399691343307495, + 0.04639863595366478, + 0.20907416939735413, + 0.034022893756628036 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.00595379201695323 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003190667135640979 + ], + "opposite_logprob_tokens": [ + -5.753190517425537 + ], + "logprob_reward": -0.003190667135640979, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003190667135640979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11560048162937164, + 0.047341302037239075, + 0.22648556530475616, + 0.05148173123598099, + 0.09624708443880081, + 0.04730517417192459, + 0.12880750000476837, + 0.024114418774843216, + 0.10632672905921936, + 0.15629002451896667 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.003190667135640979 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205827746540308 + ], + "opposite_logprob_tokens": [ + -3.895582675933838 + ], + "logprob_reward": -0.0205827746540308, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205827746540308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1937648504972458, + 0.08578618615865707, + 0.09563635289669037, + 0.12583617866039276, + 0.08772491663694382, + 0.19859308004379272, + 0.049079783260822296, + 0.02272552065551281, + 0.09384673833847046, + 0.047006431967020035 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.0205827746540308 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a classic 16-bit pixel art style, a shaky overhead shot closely follows a character equipped with a massive rocket arm as they soar vertically at breakneck speed. Clad in tight armor composed of blue and gray pixels, the character's massive metal rocket arm blasts downward from the elbow with a massive cone of fiery white, yellow, and orange pixels. This pulsing flame becomes the sole source of light, its violent flickering light instantly illuminating the surrounding narrow passage walls, composed of dark brown and gray pixels, casting a constantly dancing, high-contrast play of light and shadow on the rough pixel surfaces. As the character soars, the unstable camera feed trembles violently from the immense propulsive force, and blurred pixel particles zip past beneath them, perfectly embodying the tense, powerful, and dynamic atmosphere of vertical advancement typical of retro games.", + "seed": 27866, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_7/index_6248_seed_27866_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03431065767072141, + "vlm_logprob": -0.03431065767072141, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.03431065767072141, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0928962305188179 + ], + "opposite_logprob_tokens": [ + -2.4678962230682373 + ], + "logprob_reward": -0.0928962305188179, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0928962305188179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2645999789237976, + 0.05876413360238075, + 0.11950332671403885, + 0.1452060043811798, + 0.10609565675258636, + 0.08142567425966263, + 0.06236599013209343, + 0.06219909340143204, + 0.05434796214103699, + 0.04549216851592064 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0928962305188179 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009801947511732578 + ], + "opposite_logprob_tokens": [ + -4.634801864624023 + ], + "logprob_reward": -0.009801947511732578, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009801947511732578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31668686866760254, + 0.1828843206167221, + 0.126989483833313, + 0.11126492917537689, + 0.05762779712677002, + 0.026153244078159332, + 0.05014589801430702, + 0.028483936563134193, + 0.03128781169652939, + 0.06847561150789261 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.009801947511732578 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003196489764377475 + ], + "opposite_logprob_tokens": [ + -5.753196716308594 + ], + "logprob_reward": -0.003196489764377475, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003196489764377475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4235428273677826, + 0.05316220596432686, + 0.04914884641766548, + 0.1735880970954895, + 0.05042167380452156, + 0.06846710294485092, + 0.07030955702066422, + 0.042287033051252365, + 0.019561389461159706, + 0.04951127991080284 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.003196489764377475 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036151548847556114 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.0036151548847556114, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036151548847556114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4802093505859375, + 0.03092890791594982, + 0.07563341408967972, + 0.09316714107990265, + 0.0496099479496479, + 0.013438080437481403, + 0.054895784705877304, + 0.08033344149589539, + 0.026068445295095444, + 0.0957154780626297 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0036151548847556114 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204346567392349 + ], + "opposite_logprob_tokens": [ + -2.8120434284210205 + ], + "logprob_reward": -0.06204346567392349, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204346567392349, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2582617998123169, + 0.03307325765490532, + 0.0801277682185173, + 0.10793717950582504, + 0.03475656360387802, + 0.0447445884346962, + 0.04228883236646652, + 0.0325748436152935, + 0.031246483325958252, + 0.33498862385749817 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.06204346567392349 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a classic 16-bit pixel art style, a shaky overhead shot closely follows a character equipped with a massive rocket arm as they soar vertically at breakneck speed. Clad in tight armor composed of blue and gray pixels, the character's massive metal rocket arm blasts downward from the elbow with a massive cone of fiery white, yellow, and orange pixels. This pulsing flame becomes the sole source of light, its violent flickering light instantly illuminating the surrounding narrow passage walls, composed of dark brown and gray pixels, casting a constantly dancing, high-contrast play of light and shadow on the rough pixel surfaces. As the character soars, the unstable camera feed trembles violently from the immense propulsive force, and blurred pixel particles zip past beneath them, perfectly embodying the tense, powerful, and dynamic atmosphere of vertical advancement typical of retro games.", + "seed": 27867, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_7/index_6248_seed_27867_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04439230659045279, + "vlm_logprob": -0.04439230659045279, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.04439230659045279, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1299869269132614 + ], + "opposite_logprob_tokens": [ + -2.1299870014190674 + ], + "logprob_reward": -0.1299869269132614, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1299869269132614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13525433838367462, + 0.05035192891955376, + 0.022004513069987297, + 0.03809819370508194, + 0.0727221816778183, + 0.06320496648550034, + 0.06124255433678627, + 0.09177832305431366, + 0.2041216492652893, + 0.26122134923934937 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.1299869269132614 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209638349711895 + ], + "opposite_logprob_tokens": [ + -4.264209747314453 + ], + "logprob_reward": -0.014209638349711895, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209638349711895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04564898833632469, + 0.0484953373670578, + 0.014801586046814919, + 0.018181152641773224, + 0.015939434990286827, + 0.047553010284900665, + 0.04940361902117729, + 0.3749638795852661, + 0.276812344789505, + 0.10820063203573227 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.014209638349711895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003193400101736188 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.003193400101736188, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003193400101736188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05336823686957359, + 0.027033807709813118, + 0.0217508003115654, + 0.018563764169812202, + 0.04675464332103729, + 0.05520997196435928, + 0.10720646381378174, + 0.027135556563735008, + 0.3740665018558502, + 0.2689102590084076 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.003193400101736188 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012531350366771221 + ], + "opposite_logprob_tokens": [ + -4.387531280517578 + ], + "logprob_reward": -0.012531350366771221, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012531350366771221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22690130770206451, + 0.09321288019418716, + 0.02685507759451866, + 0.05861273780465126, + 0.03331618756055832, + 0.02712010219693184, + 0.038173578679561615, + 0.3505650758743286, + 0.08535382151603699, + 0.0598892979323864 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.012531350366771221 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a classic 16-bit pixel art style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character clad in tight armor composed of blue and gray pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the character possess a massive metal rocket arm that blasts downward from the elbow with a cone of fiery white, yellow, and orange pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a narrow passage with walls composed of dark brown and gray pixels illuminated by the pulsing flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot shaky and overhead, trembling violently as the character soars vertically?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062040217220783234 + ], + "opposite_logprob_tokens": [ + -2.812040328979492 + ], + "logprob_reward": -0.062040217220783234, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062040217220783234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07740343362092972, + 0.10048992186784744, + 0.1568305790424347, + 0.03297019749879837, + 0.03806978464126587, + 0.020992552861571312, + 0.045706529170274734, + 0.3743286430835724, + 0.049525246024131775, + 0.10368305444717407 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.062040217220783234 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_8/index_tensor([4689, 4689])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_8/index_tensor([4689, 4689])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..42d62a66888623309305a58a969200333f2e59d4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_8/index_tensor([4689, 4689])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In Makoto Shinkai's distinctive artistic style, a steady and deliberate push-in slowly pans across a narrow, rain-slicked concrete balcony ledge, perched high above a vast, futuristic cityscape. Below, a dizzying chasm of towering skyscrapers crisscrosses, lined with glowing skytrain tracks, their glass and steel facades drenched in the ethereal glow of giant, flickering holographic advertisements. The scene is dominated by a cool, nocturnal palette of deep blues and purples, punctuated by vibrant neon pinks and cyans that reflect with surreal clarity off every wet surface, casting long, dramatic shadows that dance with the shifting light. On the ledge, two cats are the focus of an intimate courtship ritual. One of the male cats, with sleek black fur that gleams in the multicolored light, cautiously extends its paw and delicately pushes forward a brightly colored fish-shaped kitten as an offering. Its posture is low, its gaze unwavering, sincere and hopeful. The recipient, a calico cat with soft, fluffy white and ginger fur, hesitates, its large, inquisitive green eyes wide, leaning forward slightly, its whiskers twitching in the misty air. The entire scene is imbued with a quiet, romantic melancholy. The gentle, small-scale interaction between the two animals stands in stark contrast to the overwhelming scale and impersonal beauty of this vibrant metropolis, capturing fleeting connections in a vast and indifferent world.", + "seed": 17533, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_8/index_4689_seed_17533_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.024612118769437075, + "vlm_logprob": -0.024612118769437075, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.024612118769437075, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02666068635880947 + ], + "opposite_logprob_tokens": [ + -3.651660680770874 + ], + "logprob_reward": -0.02666068635880947, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02666068635880947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25919172167778015, + 0.03230854868888855, + 0.09286203235387802, + 0.11229944229125977, + 0.11233559995889664, + 0.06573250144720078, + 0.19837810099124908, + 0.02100510150194168, + 0.06696522980928421, + 0.03892170265316963 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.02666068635880947 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550774961709976 + ], + "opposite_logprob_tokens": [ + -4.3875508308410645 + ], + "logprob_reward": -0.012550774961709976, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550774961709976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18063543736934662, + 0.027867192402482033, + 0.07593760639429092, + 0.09431875497102737, + 0.0742979422211647, + 0.02131499908864498, + 0.35780686140060425, + 0.024134894832968712, + 0.023786667734384537, + 0.11989963799715042 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.012550774961709976 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203864887356758 + ], + "opposite_logprob_tokens": [ + -2.8120386600494385 + ], + "logprob_reward": -0.06203864887356758, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203864887356758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26412686705589294, + 0.03512336313724518, + 0.10139830410480499, + 0.06085648387670517, + 0.2869527339935303, + 0.0334707647562027, + 0.10672973841428757, + 0.024078086018562317, + 0.02481353096663952, + 0.062450140714645386 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.06203864887356758 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626701612025499 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626701612025499, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626701612025499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36742958426475525, + 0.05103704705834389, + 0.040141813457012177, + 0.034130245447158813, + 0.16649918258190155, + 0.0326477475464344, + 0.07527600228786469, + 0.01716727204620838, + 0.05062258988618851, + 0.16504845023155212 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.007626701612025499 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014183782041072845 + ], + "opposite_logprob_tokens": [ + -4.26418399810791 + ], + "logprob_reward": -0.014183782041072845, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014183782041072845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22073020040988922, + 0.07579370588064194, + 0.11887718737125397, + 0.10386848449707031, + 0.16896720230579376, + 0.076022207736969, + 0.04213578253984451, + 0.02167496643960476, + 0.04465404525399208, + 0.12727627158164978 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.014183782041072845 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In Makoto Shinkai's distinctive artistic style, a steady and deliberate push-in slowly pans across a narrow, rain-slicked concrete balcony ledge, perched high above a vast, futuristic cityscape. Below, a dizzying chasm of towering skyscrapers crisscrosses, lined with glowing skytrain tracks, their glass and steel facades drenched in the ethereal glow of giant, flickering holographic advertisements. The scene is dominated by a cool, nocturnal palette of deep blues and purples, punctuated by vibrant neon pinks and cyans that reflect with surreal clarity off every wet surface, casting long, dramatic shadows that dance with the shifting light. On the ledge, two cats are the focus of an intimate courtship ritual. One of the male cats, with sleek black fur that gleams in the multicolored light, cautiously extends its paw and delicately pushes forward a brightly colored fish-shaped kitten as an offering. Its posture is low, its gaze unwavering, sincere and hopeful. The recipient, a calico cat with soft, fluffy white and ginger fur, hesitates, its large, inquisitive green eyes wide, leaning forward slightly, its whiskers twitching in the misty air. The entire scene is imbued with a quiet, romantic melancholy. The gentle, small-scale interaction between the two animals stands in stark contrast to the overwhelming scale and impersonal beauty of this vibrant metropolis, capturing fleeting connections in a vast and indifferent world.", + "seed": 17534, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_8/index_4689_seed_17534_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03742770706303418, + "vlm_logprob": -0.03742770706303418, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03742770706303418, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1013321503996849 + ], + "opposite_logprob_tokens": [ + -2.351332187652588 + ], + "logprob_reward": -0.1013321503996849, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1013321503996849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4471743702888489, + 0.10167596489191055, + 0.07419456541538239, + 0.07188821583986282, + 0.1272161602973938, + 0.06382030248641968, + 0.01990002579987049, + 0.048187822103500366, + 0.023883232846856117, + 0.022059308364987373 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.1013321503996849 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002498364308848977 + ], + "opposite_logprob_tokens": [ + -6.002498149871826 + ], + "logprob_reward": -0.002498364308848977, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002498364308848977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31340885162353516, + 0.09472128003835678, + 0.06590911746025085, + 0.1494472473859787, + 0.07640381157398224, + 0.06735487282276154, + 0.04024021700024605, + 0.08668636530637741, + 0.0771985724568367, + 0.028629697859287262 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.002498364308848977 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368864953517914 + ], + "opposite_logprob_tokens": [ + -3.408688545227051 + ], + "logprob_reward": -0.03368864953517914, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368864953517914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35389387607574463, + 0.17814026772975922, + 0.08483820408582687, + 0.08133784681558609, + 0.06848692148923874, + 0.04325082153081894, + 0.024478597566485405, + 0.08177126199007034, + 0.04354419186711311, + 0.04025799408555031 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03368864953517914 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343408972024918 + ], + "opposite_logprob_tokens": [ + -3.65134334564209 + ], + "logprob_reward": -0.026343408972024918, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343408972024918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32650667428970337, + 0.1424400508403778, + 0.23575276136398315, + 0.032469406723976135, + 0.06765288859605789, + 0.03657938912510872, + 0.024131186306476593, + 0.04395195469260216, + 0.053210366517305374, + 0.037305258214473724 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.026343408972024918 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023275962099432945 + ], + "opposite_logprob_tokens": [ + -3.773275852203369 + ], + "logprob_reward": -0.023275962099432945, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023275962099432945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38131576776504517, + 0.07495647668838501, + 0.09516990184783936, + 0.07158975303173065, + 0.10593356937170029, + 0.041393913328647614, + 0.05975575000047684, + 0.09718950092792511, + 0.04209737479686737, + 0.030597960576415062 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.023275962099432945 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In Makoto Shinkai's distinctive artistic style, a steady and deliberate push-in slowly pans across a narrow, rain-slicked concrete balcony ledge, perched high above a vast, futuristic cityscape. Below, a dizzying chasm of towering skyscrapers crisscrosses, lined with glowing skytrain tracks, their glass and steel facades drenched in the ethereal glow of giant, flickering holographic advertisements. The scene is dominated by a cool, nocturnal palette of deep blues and purples, punctuated by vibrant neon pinks and cyans that reflect with surreal clarity off every wet surface, casting long, dramatic shadows that dance with the shifting light. On the ledge, two cats are the focus of an intimate courtship ritual. One of the male cats, with sleek black fur that gleams in the multicolored light, cautiously extends its paw and delicately pushes forward a brightly colored fish-shaped kitten as an offering. Its posture is low, its gaze unwavering, sincere and hopeful. The recipient, a calico cat with soft, fluffy white and ginger fur, hesitates, its large, inquisitive green eyes wide, leaning forward slightly, its whiskers twitching in the misty air. The entire scene is imbued with a quiet, romantic melancholy. The gentle, small-scale interaction between the two animals stands in stark contrast to the overwhelming scale and impersonal beauty of this vibrant metropolis, capturing fleeting connections in a vast and indifferent world.", + "seed": 17535, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_8/index_4689_seed_17535_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.019494119100272655, + "vlm_logprob": -0.019494119100272655, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.019494119100272655, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017258230596780777 + ], + "opposite_logprob_tokens": [ + -4.142258167266846 + ], + "logprob_reward": -0.017258230596780777, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017258230596780777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18026547133922577, + 0.24005500972270966, + 0.09571892023086548, + 0.09463004022836685, + 0.1758134365081787, + 0.043393976986408234, + 0.04819884151220322, + 0.0222232136875391, + 0.03934944421052933, + 0.06035154312849045 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.017258230596780777 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004108797758817673 + ], + "opposite_logprob_tokens": [ + -5.504108905792236 + ], + "logprob_reward": -0.004108797758817673, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004108797758817673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10440488904714584, + 0.25562798976898193, + 0.06826267391443253, + 0.06360329687595367, + 0.08366311341524124, + 0.07843025773763657, + 0.097588449716568, + 0.14445947110652924, + 0.05470622703433037, + 0.0492536760866642 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.004108797758817673 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043053921312093735 + ], + "opposite_logprob_tokens": [ + -3.1680538654327393 + ], + "logprob_reward": -0.043053921312093735, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043053921312093735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10598284751176834, + 0.34138426184654236, + 0.03722511976957321, + 0.07247286289930344, + 0.09301359206438065, + 0.15201325714588165, + 0.06802479922771454, + 0.05886667221784592, + 0.031138774007558823, + 0.03987785428762436 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.043053921312093735 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977869238704443 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.00977869238704443, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977869238704443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4030461609363556, + 0.1140049397945404, + 0.09693323820829391, + 0.0757763683795929, + 0.08167491853237152, + 0.08551251143217087, + 0.052097387611866, + 0.03990728780627251, + 0.029975848272442818, + 0.021071335300803185 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.00977869238704443 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023270953446626663 + ], + "opposite_logprob_tokens": [ + -3.773270845413208 + ], + "logprob_reward": -0.023270953446626663, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023270953446626663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1985127180814743, + 0.2394976168870926, + 0.062318556010723114, + 0.06260958313941956, + 0.0869760736823082, + 0.12060653418302536, + 0.16419284045696259, + 0.015737686306238174, + 0.022625597193837166, + 0.02692277356982231 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.023270953446626663 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In Makoto Shinkai's distinctive artistic style, a steady and deliberate push-in slowly pans across a narrow, rain-slicked concrete balcony ledge, perched high above a vast, futuristic cityscape. Below, a dizzying chasm of towering skyscrapers crisscrosses, lined with glowing skytrain tracks, their glass and steel facades drenched in the ethereal glow of giant, flickering holographic advertisements. The scene is dominated by a cool, nocturnal palette of deep blues and purples, punctuated by vibrant neon pinks and cyans that reflect with surreal clarity off every wet surface, casting long, dramatic shadows that dance with the shifting light. On the ledge, two cats are the focus of an intimate courtship ritual. One of the male cats, with sleek black fur that gleams in the multicolored light, cautiously extends its paw and delicately pushes forward a brightly colored fish-shaped kitten as an offering. Its posture is low, its gaze unwavering, sincere and hopeful. The recipient, a calico cat with soft, fluffy white and ginger fur, hesitates, its large, inquisitive green eyes wide, leaning forward slightly, its whiskers twitching in the misty air. The entire scene is imbued with a quiet, romantic melancholy. The gentle, small-scale interaction between the two animals stands in stark contrast to the overwhelming scale and impersonal beauty of this vibrant metropolis, capturing fleeting connections in a vast and indifferent world.", + "seed": 17536, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_8/index_4689_seed_17536_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.042683674534782765, + "vlm_logprob": -0.042683674534782765, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.042683674534782765, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04938735067844391 + ], + "opposite_logprob_tokens": [ + -3.0493874549865723 + ], + "logprob_reward": -0.04938735067844391, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04938735067844391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13124923408031464, + 0.08820866793394089, + 0.49755212664604187, + 0.061676133424043655, + 0.039051603525877, + 0.09839844703674316, + 0.03213752806186676, + 0.02912994474172592, + 0.008587920106947422, + 0.014008366502821445 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.04938735067844391 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003205758286640048 + ], + "opposite_logprob_tokens": [ + -5.7532057762146 + ], + "logprob_reward": -0.003205758286640048, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003205758286640048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2987702786922455, + 0.053464606404304504, + 0.22056294977664948, + 0.018440652638673782, + 0.03899094834923744, + 0.13824377954006195, + 0.1124017983675003, + 0.09880543500185013, + 0.011032442562282085, + 0.00928710587322712 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.003205758286640048 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062043242156505585 + ], + "opposite_logprob_tokens": [ + -2.8120431900024414 + ], + "logprob_reward": -0.062043242156505585, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062043242156505585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23177972435951233, + 0.05575822666287422, + 0.35884612798690796, + 0.022659264504909515, + 0.048422034829854965, + 0.11025766283273697, + 0.06258351355791092, + 0.04592198505997658, + 0.014387502335011959, + 0.04938393086194992 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.062043242156505585 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097782202064991 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.0097782202064991, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097782202064991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058838650584220886, + 0.10525180399417877, + 0.6291627287864685, + 0.024598048999905586, + 0.025534987449645996, + 0.07880668342113495, + 0.03468692675232887, + 0.02499968744814396, + 0.006668125744909048, + 0.011452337726950645 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.0097782202064991 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two cats visible on a narrow concrete balcony ledge in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is one cat black and the other a calico with white and ginger fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black cat extending its paw to push a brightly colored fish-shaped object toward the calico cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a futuristic cityscape with towering skyscrapers, glowing skytrain tracks, and holographic advertisements?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a steady and deliberate push-in motion across the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890038013458252 + ], + "opposite_logprob_tokens": [ + -2.464003801345825 + ], + "logprob_reward": -0.0890038013458252, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890038013458252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04630041867494583, + 0.07682187855243683, + 0.2647114396095276, + 0.03761787340044975, + 0.05173031985759735, + 0.061168257147073746, + 0.23557810485363007, + 0.21605481207370758, + 0.005922059528529644, + 0.004094873089343309 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.0890038013458252 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_9/index_tensor([2607, 2607])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_9/index_tensor([2607, 2607])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3f1f22b62fad9cafbd9b15a74f39e1d84a90a5f6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_9/index_tensor([2607, 2607])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide, low-angle shot, the camera slowly panning to the right, sweeps across a poignant scene frozen in time. A thin, morning mist, like the sighs of fallen soldiers, slowly rises from the silent ruins of a battlefield, winding like a ghost across the muddy, charred earth. The skyline is pierced by the faint, almost grayish light of the rising sun. This cold light penetrates the mist, casting long, soft shadows on the damp metal and earth. Broken spears, notched sword blades, and shattered shields riddled with arrows lie scattered across the ground, their cold metal surfaces reflecting a faint light. Several torn battle flags, their faded crimson and gold patterns blurred, hang limply from broken poles, occasionally swaying gently in the barely perceptible breeze. The main colors of the entire scene are composed of earthy brown, charcoal black and cold metallic gray, creating a solemn, sad and tranquil atmosphere, full of a heavy sense of history.", + "seed": 13945, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_9/index_2607_seed_13945_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11512481123209, + "vlm_logprob": -0.11512481123209, + "vlm_yes_no_margin": 2.999999964237213, + "vlm_token_credit": -0.11512481123209, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3520227074623108 + ], + "opposite_logprob_tokens": [ + -1.352022647857666 + ], + "logprob_reward": -0.3520227074623108, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3520227074623108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09878535568714142, + 0.11688419431447983, + 0.056037478148937225, + 0.20520099997520447, + 0.0677301362156868, + 0.04882057383656502, + 0.1921895146369934, + 0.056091539561748505, + 0.03482716530561447, + 0.12343297153711319 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.3520227074623108 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283952116966248 + ], + "opposite_logprob_tokens": [ + -2.0178394317626953 + ], + "logprob_reward": -0.14283952116966248, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14283952116966248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06693440675735474, + 0.12093207985162735, + 0.11428161710500717, + 0.27029627561569214, + 0.03125496581196785, + 0.05458344519138336, + 0.20270885527133942, + 0.1086249053478241, + 0.010601876303553581, + 0.019781580194830894 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.14283952116966248 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205635145306587 + ], + "opposite_logprob_tokens": [ + -2.812056303024292 + ], + "logprob_reward": -0.06205635145306587, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205635145306587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14765994250774384, + 0.1713625192642212, + 0.05356818810105324, + 0.05824630334973335, + 0.17371007800102234, + 0.03197499364614487, + 0.17382793128490448, + 0.02800598368048668, + 0.1060514971613884, + 0.05559252202510834 + ], + "top_frames": [ + 6, + 4, + 1 + ], + "selected_reward": -0.06205635145306587 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633799687027931 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633799687027931, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633799687027931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07942070811986923, + 0.11914288997650146, + 0.06132706254720688, + 0.13243234157562256, + 0.12417802214622498, + 0.04845721647143364, + 0.2470213621854782, + 0.08347167074680328, + 0.03703036159276962, + 0.06751832365989685 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.007633799687027931 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071676388382912 + ], + "opposite_logprob_tokens": [ + -4.511071681976318 + ], + "logprob_reward": -0.011071676388382912, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071676388382912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05214403569698334, + 0.0968974158167839, + 0.030031666159629822, + 0.10983510315418243, + 0.1588459461927414, + 0.22603918612003326, + 0.15598556399345398, + 0.05694708228111267, + 0.08741213381290436, + 0.02586190775036812 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.011071676388382912 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, low-angle shot, the camera slowly panning to the right, sweeps across a poignant scene frozen in time. A thin, morning mist, like the sighs of fallen soldiers, slowly rises from the silent ruins of a battlefield, winding like a ghost across the muddy, charred earth. The skyline is pierced by the faint, almost grayish light of the rising sun. This cold light penetrates the mist, casting long, soft shadows on the damp metal and earth. Broken spears, notched sword blades, and shattered shields riddled with arrows lie scattered across the ground, their cold metal surfaces reflecting a faint light. Several torn battle flags, their faded crimson and gold patterns blurred, hang limply from broken poles, occasionally swaying gently in the barely perceptible breeze. The main colors of the entire scene are composed of earthy brown, charcoal black and cold metallic gray, creating a solemn, sad and tranquil atmosphere, full of a heavy sense of history.", + "seed": 13946, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_9/index_2607_seed_13946_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10000300528481602, + "vlm_logprob": -0.10000300528481602, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.10000300528481602, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.338785856962204 + ], + "opposite_logprob_tokens": [ + -1.4637858867645264 + ], + "logprob_reward": -0.338785856962204, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.338785856962204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12181887775659561, + 0.13169105350971222, + 0.04618028551340103, + 0.047345247119665146, + 0.28852322697639465, + 0.14825581014156342, + 0.07341399788856506, + 0.04337240010499954, + 0.02664012275636196, + 0.07275895029306412 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.338785856962204 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900695502758026 + ], + "opposite_logprob_tokens": [ + -2.5790069103240967 + ], + "logprob_reward": -0.07900695502758026, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900695502758026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08146222680807114, + 0.18750174343585968, + 0.10522054880857468, + 0.05631469190120697, + 0.0727691575884819, + 0.27556899189949036, + 0.087335005402565, + 0.062010619789361954, + 0.03771969676017761, + 0.03409730643033981 + ], + "top_frames": [ + 5, + 1, + 2 + ], + "selected_reward": -0.07900695502758026 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205511838197708 + ], + "opposite_logprob_tokens": [ + -2.8120551109313965 + ], + "logprob_reward": -0.06205511838197708, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205511838197708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26496097445487976, + 0.06525897979736328, + 0.07170626521110535, + 0.056727729737758636, + 0.16403229534626007, + 0.07147956639528275, + 0.07916902750730515, + 0.07731092721223831, + 0.022863442078232765, + 0.1264907419681549 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.06205511838197708 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544653378427029 + ], + "opposite_logprob_tokens": [ + -4.387544631958008 + ], + "logprob_reward": -0.012544653378427029, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544653378427029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13918456435203552, + 0.09486673027276993, + 0.047964293509721756, + 0.044001005589962006, + 0.10577843338251114, + 0.17923405766487122, + 0.04800340160727501, + 0.10228997468948364, + 0.04834580421447754, + 0.19033169746398926 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.012544653378427029 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622442673891783 + ], + "opposite_logprob_tokens": [ + -4.882622241973877 + ], + "logprob_reward": -0.007622442673891783, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622442673891783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29535117745399475, + 0.06090495362877846, + 0.09250509738922119, + 0.06567706912755966, + 0.09880061447620392, + 0.08723407983779907, + 0.07824438065290451, + 0.04508192837238312, + 0.026927251368761063, + 0.14927338063716888 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.007622442673891783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, low-angle shot, the camera slowly panning to the right, sweeps across a poignant scene frozen in time. A thin, morning mist, like the sighs of fallen soldiers, slowly rises from the silent ruins of a battlefield, winding like a ghost across the muddy, charred earth. The skyline is pierced by the faint, almost grayish light of the rising sun. This cold light penetrates the mist, casting long, soft shadows on the damp metal and earth. Broken spears, notched sword blades, and shattered shields riddled with arrows lie scattered across the ground, their cold metal surfaces reflecting a faint light. Several torn battle flags, their faded crimson and gold patterns blurred, hang limply from broken poles, occasionally swaying gently in the barely perceptible breeze. The main colors of the entire scene are composed of earthy brown, charcoal black and cold metallic gray, creating a solemn, sad and tranquil atmosphere, full of a heavy sense of history.", + "seed": 13947, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_9/index_2607_seed_13947_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15162036921828986, + "vlm_logprob": -0.15162036921828986, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.15162036921828986, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4944915771484375 + ], + "opposite_logprob_tokens": [ + -1.1194915771484375 + ], + "logprob_reward": -0.4944915771484375, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4944915771484375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25484636425971985, + 0.15673376619815826, + 0.038686227053403854, + 0.07682241499423981, + 0.12348393350839615, + 0.07066800445318222, + 0.05563930422067642, + 0.0589553639292717, + 0.12146244198083878, + 0.042702216655015945 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.4944915771484375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035647451877594 + ], + "opposite_logprob_tokens": [ + -2.3503565788269043 + ], + "logprob_reward": -0.10035647451877594, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035647451877594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07599426060914993, + 0.04608668014407158, + 0.05828598886728287, + 0.06523946672677994, + 0.10016092658042908, + 0.13009092211723328, + 0.043996673077344894, + 0.12308268994092941, + 0.2775498330593109, + 0.0795125961303711 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.10035647451877594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790187418460846 + ], + "opposite_logprob_tokens": [ + -2.5790188312530518 + ], + "logprob_reward": -0.0790187418460846, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790187418460846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11296515166759491, + 0.07772684842348099, + 0.036438893526792526, + 0.04533647373318672, + 0.23921264708042145, + 0.12027806043624878, + 0.02925850823521614, + 0.24510197341442108, + 0.05279119685292244, + 0.04089030250906944 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.0790187418460846 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004104554653168 + ], + "opposite_logprob_tokens": [ + -2.6950409412384033 + ], + "logprob_reward": -0.07004104554653168, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004104554653168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13573123514652252, + 0.12190426141023636, + 0.09838590770959854, + 0.053179021924734116, + 0.18325275182724, + 0.09688850492238998, + 0.043259866535663605, + 0.08133549243211746, + 0.09239228814840317, + 0.09367068856954575 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.07004104554653168 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194007031619549 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194007031619549, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194007031619549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15603259205818176, + 0.06778469681739807, + 0.06574112176895142, + 0.032059770077466965, + 0.15621478855609894, + 0.166746124625206, + 0.07313480973243713, + 0.19706520438194275, + 0.05176067724823952, + 0.033460184931755066 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.014194007031619549 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, low-angle shot, the camera slowly panning to the right, sweeps across a poignant scene frozen in time. A thin, morning mist, like the sighs of fallen soldiers, slowly rises from the silent ruins of a battlefield, winding like a ghost across the muddy, charred earth. The skyline is pierced by the faint, almost grayish light of the rising sun. This cold light penetrates the mist, casting long, soft shadows on the damp metal and earth. Broken spears, notched sword blades, and shattered shields riddled with arrows lie scattered across the ground, their cold metal surfaces reflecting a faint light. Several torn battle flags, their faded crimson and gold patterns blurred, hang limply from broken poles, occasionally swaying gently in the barely perceptible breeze. The main colors of the entire scene are composed of earthy brown, charcoal black and cold metallic gray, creating a solemn, sad and tranquil atmosphere, full of a heavy sense of history.", + "seed": 13948, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000063/group_9/index_2607_seed_13948_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13673690594732762, + "vlm_logprob": -0.13673690594732762, + "vlm_yes_no_margin": 2.875000011920929, + "vlm_token_credit": -0.13673690594732762, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5087842345237732 + ], + "opposite_logprob_tokens": [ + -1.008784294128418 + ], + "logprob_reward": -0.5087842345237732, + "yes_no_margin_reward": 0.5000000596046448, + "token_credit_reward": -0.5087842345237732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21718348562717438, + 0.12207294255495071, + 0.1054900735616684, + 0.07225857675075531, + 0.07580830901861191, + 0.0558532252907753, + 0.1736983060836792, + 0.03630946949124336, + 0.07466667145490646, + 0.06665889918804169 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.5087842345237732 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900839298963547 + ], + "opposite_logprob_tokens": [ + -2.5790083408355713 + ], + "logprob_reward": -0.07900839298963547, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900839298963547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12594124674797058, + 0.06314607709646225, + 0.05780182406306267, + 0.08635260909795761, + 0.06123415008187294, + 0.1056542918086052, + 0.10953830927610397, + 0.1840522140264511, + 0.15671586990356445, + 0.0495634563267231 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.07900839298963547 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003793120384216 + ], + "opposite_logprob_tokens": [ + -2.695037841796875 + ], + "logprob_reward": -0.07003793120384216, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003793120384216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40628162026405334, + 0.09286750853061676, + 0.08775777369737625, + 0.06428860127925873, + 0.04649179428815842, + 0.018473494797945023, + 0.11838485300540924, + 0.06186500936746597, + 0.05007724091410637, + 0.053512077778577805 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.07003793120384216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607704907655716 + ], + "opposite_logprob_tokens": [ + -4.141077041625977 + ], + "logprob_reward": -0.01607704907655716, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607704907655716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5389597415924072, + 0.0731142982840538, + 0.08270956575870514, + 0.036416176706552505, + 0.039397258311510086, + 0.026048026978969574, + 0.07853726297616959, + 0.021689265966415405, + 0.07241356372833252, + 0.030714891850948334 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.01607704907655716 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are broken spears, notched sword blades, and shattered shields visible on the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are torn battle flags with faded crimson and gold patterns hanging from broken poles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by earthy brown, charcoal black, and cold metallic gray colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776921942830086 + ], + "opposite_logprob_tokens": [ + -4.634777069091797 + ], + "logprob_reward": -0.009776921942830086, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776921942830086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5082082152366638, + 0.0650458037853241, + 0.06062454730272293, + 0.03694893419742584, + 0.05001795291900635, + 0.015449630096554756, + 0.14196784794330597, + 0.01797507144510746, + 0.05040476843714714, + 0.05335724353790283 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.009776921942830086 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_0/index_tensor([3653, 3653])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_0/index_tensor([3653, 3653])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..27c16f80a7ba898f677e749bb5a04437c11900d4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_0/index_tensor([3653, 3653])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "At dawn, a breathtaking high-angle drone shot unfolds across the vast, untouched expanse of the Brazilian Amazon. Below lies a vast, winding river, its surface a polished emerald, like a giant snake winding through a sea of lush, unbroken green canopy. The camera then begins a steady, majestic soar downward, descending through the humid air. As the perspective lowers, a lone, weathered, dark-wood canoe emerges, steadily traversing the tranquil waters, leaving a shimmering silver wake that momentarily disrupts the river's glassy perfection. The camera penetrates deep, piercing the thick layers of the rainforest canopy. In a sudden burst of vibrant color, a flock of scarlet macaws bursts from the dense foliage, their vibrant scarlet and blue feathers contrasting sharply against the endless green as they streak across the frame. The diffuse morning mist scatters the early sunlight, creating ethereal, three-dimensional rays of light that penetrate the foliage, illuminating the humid atmosphere and creating a powerful sense of tranquility and primordial grandeur.", + "seed": 9722, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_0/index_3653_seed_9722_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10926218405365944, + "vlm_logprob": -0.10926218405365944, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.10926218405365944, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14354798197746277 + ], + "opposite_logprob_tokens": [ + -2.018548011779785 + ], + "logprob_reward": -0.14354798197746277, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14354798197746277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3157198131084442, + 0.17785364389419556, + 0.12811382114887238, + 0.03597838059067726, + 0.04894150048494339, + 0.08191204071044922, + 0.02141910418868065, + 0.06495091319084167, + 0.08993544429540634, + 0.03517535701394081 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.14354798197746277 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499006435275078 + ], + "opposite_logprob_tokens": [ + -2.92999005317688 + ], + "logprob_reward": -0.05499006435275078, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499006435275078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17914681136608124, + 0.11903005093336105, + 0.11578324437141418, + 0.02757432870566845, + 0.016583921387791634, + 0.01759166084229946, + 0.017005831003189087, + 0.10794679820537567, + 0.32662665843963623, + 0.07271066308021545 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.05499006435275078 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989802360534668 + ], + "opposite_logprob_tokens": [ + -1.8048980236053467 + ], + "logprob_reward": -0.17989802360534668, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989802360534668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21801526844501495, + 0.10952907055616379, + 0.1256459653377533, + 0.02660251408815384, + 0.015315490774810314, + 0.02592814341187477, + 0.04443151131272316, + 0.13535843789577484, + 0.11446359008550644, + 0.18470993638038635 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.17989802360534668 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292574554681778 + ], + "opposite_logprob_tokens": [ + -2.2379257678985596 + ], + "logprob_reward": -0.11292574554681778, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292574554681778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21949642896652222, + 0.12692435085773468, + 0.17748452723026276, + 0.02718750759959221, + 0.044725026935338974, + 0.02702806331217289, + 0.039475273340940475, + 0.05527631565928459, + 0.24075347185134888, + 0.041649095714092255 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.11292574554681778 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494910478591919 + ], + "opposite_logprob_tokens": [ + -2.9299490451812744 + ], + "logprob_reward": -0.05494910478591919, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494910478591919, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.192758709192276, + 0.08167937397956848, + 0.16951829195022583, + 0.035478875041007996, + 0.02960313856601715, + 0.028168970718979836, + 0.34854570031166077, + 0.03750090301036835, + 0.03794107958674431, + 0.03880500793457031 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.05494910478591919 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "At dawn, a breathtaking high-angle drone shot unfolds across the vast, untouched expanse of the Brazilian Amazon. Below lies a vast, winding river, its surface a polished emerald, like a giant snake winding through a sea of lush, unbroken green canopy. The camera then begins a steady, majestic soar downward, descending through the humid air. As the perspective lowers, a lone, weathered, dark-wood canoe emerges, steadily traversing the tranquil waters, leaving a shimmering silver wake that momentarily disrupts the river's glassy perfection. The camera penetrates deep, piercing the thick layers of the rainforest canopy. In a sudden burst of vibrant color, a flock of scarlet macaws bursts from the dense foliage, their vibrant scarlet and blue feathers contrasting sharply against the endless green as they streak across the frame. The diffuse morning mist scatters the early sunlight, creating ethereal, three-dimensional rays of light that penetrate the foliage, illuminating the humid atmosphere and creating a powerful sense of tranquility and primordial grandeur.", + "seed": 9723, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_0/index_3653_seed_9723_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05069429613649845, + "vlm_logprob": -0.05069429613649845, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.05069429613649845, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021215641871094704 + ], + "opposite_logprob_tokens": [ + -3.8962156772613525 + ], + "logprob_reward": -0.021215641871094704, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021215641871094704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1944551169872284, + 0.05841221287846565, + 0.11536665260791779, + 0.1828281581401825, + 0.0998464822769165, + 0.08568824082612991, + 0.03821588680148125, + 0.031177712604403496, + 0.07055076956748962, + 0.12345871329307556 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.021215641871094704 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905570954084396 + ], + "opposite_logprob_tokens": [ + -2.4640557765960693 + ], + "logprob_reward": -0.08905570954084396, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905570954084396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12585675716400146, + 0.06548423320055008, + 0.4245920181274414, + 0.08619118481874466, + 0.06755802035331726, + 0.036527860909700394, + 0.01966697722673416, + 0.02429851144552231, + 0.07771369069814682, + 0.07211073487997055 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.08905570954084396 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205142289400101 + ], + "opposite_logprob_tokens": [ + -2.81205153465271 + ], + "logprob_reward": -0.06205142289400101, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205142289400101, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060572199523448944, + 0.06772536784410477, + 0.4475700557231903, + 0.1697549968957901, + 0.06024828925728798, + 0.024000678211450577, + 0.027919519692659378, + 0.02308093197643757, + 0.0670640841126442, + 0.05206388607621193 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.06205142289400101 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809615224599838 + ], + "opposite_logprob_tokens": [ + -3.2880961894989014 + ], + "logprob_reward": -0.03809615224599838, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809615224599838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08603671193122864, + 0.08678409457206726, + 0.2141445279121399, + 0.2292730063199997, + 0.06535249948501587, + 0.0776456668972969, + 0.05638953298330307, + 0.10586419701576233, + 0.05900520831346512, + 0.019504571333527565 + ], + "top_frames": [ + 3, + 2, + 7 + ], + "selected_reward": -0.03809615224599838 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430525541305542 + ], + "opposite_logprob_tokens": [ + -3.1680526733398438 + ], + "logprob_reward": -0.0430525541305542, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430525541305542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18483322858810425, + 0.06804477423429489, + 0.24275149405002594, + 0.12569686770439148, + 0.10887128859758377, + 0.04187973216176033, + 0.06055357679724693, + 0.03479677811264992, + 0.09562329947948456, + 0.036949001252651215 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0430525541305542 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "At dawn, a breathtaking high-angle drone shot unfolds across the vast, untouched expanse of the Brazilian Amazon. Below lies a vast, winding river, its surface a polished emerald, like a giant snake winding through a sea of lush, unbroken green canopy. The camera then begins a steady, majestic soar downward, descending through the humid air. As the perspective lowers, a lone, weathered, dark-wood canoe emerges, steadily traversing the tranquil waters, leaving a shimmering silver wake that momentarily disrupts the river's glassy perfection. The camera penetrates deep, piercing the thick layers of the rainforest canopy. In a sudden burst of vibrant color, a flock of scarlet macaws bursts from the dense foliage, their vibrant scarlet and blue feathers contrasting sharply against the endless green as they streak across the frame. The diffuse morning mist scatters the early sunlight, creating ethereal, three-dimensional rays of light that penetrate the foliage, illuminating the humid atmosphere and creating a powerful sense of tranquility and primordial grandeur.", + "seed": 9724, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_0/index_3653_seed_9724_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03735746741294861, + "vlm_logprob": -0.03735746741294861, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.03735746741294861, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027386344969272614 + ], + "opposite_logprob_tokens": [ + -3.652386426925659 + ], + "logprob_reward": -0.027386344969272614, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027386344969272614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09754995256662369, + 0.03784766420722008, + 0.25190189480781555, + 0.09592233598232269, + 0.16956157982349396, + 0.05210614576935768, + 0.06026007607579231, + 0.04531097784638405, + 0.10847436636686325, + 0.08106501400470734 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.027386344969272614 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014217512682080269 + ], + "opposite_logprob_tokens": [ + -4.264217376708984 + ], + "logprob_reward": -0.014217512682080269, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014217512682080269, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05622041970491409, + 0.05690465494990349, + 0.18402554094791412, + 0.08523471653461456, + 0.06859134137630463, + 0.07444148510694504, + 0.10138355940580368, + 0.08275891840457916, + 0.1439705491065979, + 0.146468847990036 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.014217512682080269 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980746328830719 + ], + "opposite_logprob_tokens": [ + -3.5298075675964355 + ], + "logprob_reward": -0.02980746328830719, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980746328830719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05813811719417572, + 0.030773712322115898, + 0.02067771553993225, + 0.024270959198474884, + 0.2542780935764313, + 0.048951368778944016, + 0.027976462617516518, + 0.053508032113313675, + 0.10554736852645874, + 0.37587812542915344 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.02980746328830719 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902877569198608 + ], + "opposite_logprob_tokens": [ + -2.464028835296631 + ], + "logprob_reward": -0.08902877569198608, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902877569198608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07905642688274384, + 0.07198502123355865, + 0.24419242143630981, + 0.07848821580410004, + 0.06271246820688248, + 0.043475568294525146, + 0.04929839074611664, + 0.06877999007701874, + 0.21133936941623688, + 0.09067218750715256 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.08902877569198608 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347240433096886 + ], + "opposite_logprob_tokens": [ + -3.6513471603393555 + ], + "logprob_reward": -0.026347240433096886, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347240433096886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057306595146656036, + 0.027235854417085648, + 0.04729234799742699, + 0.024484295397996902, + 0.09317400306463242, + 0.029636675491929054, + 0.03099129907786846, + 0.04030224308371544, + 0.5949106216430664, + 0.05466609448194504 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.026347240433096886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "At dawn, a breathtaking high-angle drone shot unfolds across the vast, untouched expanse of the Brazilian Amazon. Below lies a vast, winding river, its surface a polished emerald, like a giant snake winding through a sea of lush, unbroken green canopy. The camera then begins a steady, majestic soar downward, descending through the humid air. As the perspective lowers, a lone, weathered, dark-wood canoe emerges, steadily traversing the tranquil waters, leaving a shimmering silver wake that momentarily disrupts the river's glassy perfection. The camera penetrates deep, piercing the thick layers of the rainforest canopy. In a sudden burst of vibrant color, a flock of scarlet macaws bursts from the dense foliage, their vibrant scarlet and blue feathers contrasting sharply against the endless green as they streak across the frame. The diffuse morning mist scatters the early sunlight, creating ethereal, three-dimensional rays of light that penetrate the foliage, illuminating the humid atmosphere and creating a powerful sense of tranquility and primordial grandeur.", + "seed": 9725, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_0/index_3653_seed_9725_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07144843488931656, + "vlm_logprob": -0.07144843488931656, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.07144843488931656, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0437777116894722 + ], + "opposite_logprob_tokens": [ + -3.1687777042388916 + ], + "logprob_reward": -0.0437777116894722, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0437777116894722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3285720646381378, + 0.07882273197174072, + 0.0693664625287056, + 0.1068134680390358, + 0.053318459540605545, + 0.1027064248919487, + 0.07150040566921234, + 0.0680050402879715, + 0.03509974107146263, + 0.08579521626234055 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.0437777116894722 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708920240402222 + ], + "opposite_logprob_tokens": [ + -2.127089262008667 + ], + "logprob_reward": -0.12708920240402222, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708920240402222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17533430457115173, + 0.408227801322937, + 0.05630224570631981, + 0.1001165360212326, + 0.045381683856248856, + 0.03450492024421692, + 0.053265366703271866, + 0.031921714544296265, + 0.04506707936525345, + 0.049878351390361786 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.12708920240402222 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905854821205139 + ], + "opposite_logprob_tokens": [ + -2.4640586376190186 + ], + "logprob_reward": -0.08905854821205139, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905854821205139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0973716676235199, + 0.365773469209671, + 0.05624484270811081, + 0.09553845971822739, + 0.08855636417865753, + 0.044705551117658615, + 0.06540293246507645, + 0.08846522867679596, + 0.02467571385204792, + 0.07326578348875046 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.08905854821205139 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048658184707164764 + ], + "opposite_logprob_tokens": [ + -3.0486581325531006 + ], + "logprob_reward": -0.048658184707164764, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048658184707164764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21723884344100952, + 0.1496559977531433, + 0.07793479412794113, + 0.07001510262489319, + 0.03395732492208481, + 0.11544883251190186, + 0.09225600957870483, + 0.07988714426755905, + 0.027842696756124496, + 0.1357632428407669 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.048658184707164764 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the Brazilian Amazon featuring a vast, winding river with an emerald surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a lone, weathered, dark-wood canoe visible traversing the river waters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a flock of scarlet macaws with vibrant scarlet and blue feathers burst from the foliage and streak across the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a steady downward soar from a high-angle perspective into the rainforest canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ethereal rays of light visible penetrating the foliage and illuminating the humid atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865852743387222 + ], + "opposite_logprob_tokens": [ + -3.048658609390259 + ], + "logprob_reward": -0.04865852743387222, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865852743387222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14448383450508118, + 0.08723589777946472, + 0.05119817331433296, + 0.1407444179058075, + 0.03000110760331154, + 0.07529015839099884, + 0.08121421188116074, + 0.09273583441972733, + 0.041421763598918915, + 0.2556746304035187 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.04865852743387222 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_1/index_tensor([825, 825])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_1/index_tensor([825, 825])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0bb19ccbb7ecaef844145991d6c7c525569049bc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_1/index_tensor([825, 825])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic low-angle tracking shot, capturing every moment with superb clarity and fluidity at an ultra-high frame rate, follows a young woman astride a majestic, luminous spirit beast as it speeds through the narrow, winding alleys of an ancient Oriental city. The woman, clad in a deep cyan silk robe embroidered with silver auspicious cloud patterns, her jet-black hair fluttering like a banner in the wind, a few delicate jade hairpins glimpsed through her hair. She leans forward, pressed against the spirit beast's back, her expression focused and resolute. The spirit beast beneath her crotch resembles a kirin, covered in translucent scales emitting a soft, azure hue. Its mane and tail are not physical, but rather fluid beams of light, trailing dazzling trails through the night. The spirit beast's hooves barely touch the rain-soaked, shimmering bluestone floor, each leap leaving shimmering particles of energy in the air. The alleys they sped through were flanked by quaint wooden buildings with soaring eaves and angled corners. Warm orange lights shone from the windows, and red lanterns hung from the eaves swayed violently in the strong wind they stirred. The cool light emanating from the spirit beasts intertwined with the warm glow of the lanterns, casting ever-shifting, bizarre shadows on the mottled walls, creating a magnificent atmosphere that was both tense and imbued with the mysterious charm of Eastern fantasy.", + "seed": 4095, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_1/index_825_seed_4095_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11983365919440984, + "vlm_logprob": -0.11983365919440984, + "vlm_yes_no_margin": 3.4750000119209288, + "vlm_token_credit": -0.11983365919440984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47514551877975464 + ], + "opposite_logprob_tokens": [ + -1.2251455783843994 + ], + "logprob_reward": -0.47514551877975464, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.47514551877975464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11849518865346909, + 0.07399987429380417, + 0.10932519286870956, + 0.061853550374507904, + 0.07048246264457703, + 0.04465298727154732, + 0.2233036458492279, + 0.08075671643018723, + 0.12837088108062744, + 0.08875950425863266 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.47514551877975464 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0891256108880043 + ], + "opposite_logprob_tokens": [ + -2.464125633239746 + ], + "logprob_reward": -0.0891256108880043, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0891256108880043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2493009716272354, + 0.17719674110412598, + 0.08408614248037338, + 0.036289528012275696, + 0.08469641208648682, + 0.0917377918958664, + 0.11613762378692627, + 0.03585517778992653, + 0.03723132237792015, + 0.0874682366847992 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0891256108880043 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018201468512415886 + ], + "opposite_logprob_tokens": [ + -4.0182013511657715 + ], + "logprob_reward": -0.018201468512415886, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018201468512415886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15872196853160858, + 0.08569058775901794, + 0.2697876989841461, + 0.09045176953077316, + 0.0796213150024414, + 0.04570265859365463, + 0.06763222068548203, + 0.11148484796285629, + 0.03767107427120209, + 0.05323580279946327 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.018201468512415886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002491348423063755 + ], + "opposite_logprob_tokens": [ + -6.002491474151611 + ], + "logprob_reward": -0.002491348423063755, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002491348423063755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18911422789096832, + 0.06506325304508209, + 0.08672980964183807, + 0.08900687098503113, + 0.0695616826415062, + 0.0329999104142189, + 0.13542504608631134, + 0.14241257309913635, + 0.055655092000961304, + 0.13403156399726868 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.002491348423063755 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204349368810654 + ], + "opposite_logprob_tokens": [ + -4.264204502105713 + ], + "logprob_reward": -0.014204349368810654, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204349368810654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12220839411020279, + 0.09513811022043228, + 0.09868090599775314, + 0.052314288914203644, + 0.07938650995492935, + 0.06283558160066605, + 0.17735722661018372, + 0.26273825764656067, + 0.01836271584033966, + 0.030977968126535416 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.014204349368810654 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot, capturing every moment with superb clarity and fluidity at an ultra-high frame rate, follows a young woman astride a majestic, luminous spirit beast as it speeds through the narrow, winding alleys of an ancient Oriental city. The woman, clad in a deep cyan silk robe embroidered with silver auspicious cloud patterns, her jet-black hair fluttering like a banner in the wind, a few delicate jade hairpins glimpsed through her hair. She leans forward, pressed against the spirit beast's back, her expression focused and resolute. The spirit beast beneath her crotch resembles a kirin, covered in translucent scales emitting a soft, azure hue. Its mane and tail are not physical, but rather fluid beams of light, trailing dazzling trails through the night. The spirit beast's hooves barely touch the rain-soaked, shimmering bluestone floor, each leap leaving shimmering particles of energy in the air. The alleys they sped through were flanked by quaint wooden buildings with soaring eaves and angled corners. Warm orange lights shone from the windows, and red lanterns hung from the eaves swayed violently in the strong wind they stirred. The cool light emanating from the spirit beasts intertwined with the warm glow of the lanterns, casting ever-shifting, bizarre shadows on the mottled walls, creating a magnificent atmosphere that was both tense and imbued with the mysterious charm of Eastern fantasy.", + "seed": 4096, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_1/index_825_seed_4096_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0712472454411909, + "vlm_logprob": -0.0712472454411909, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.0712472454411909, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.24983474612236023 + ], + "opposite_logprob_tokens": [ + -1.8748347759246826 + ], + "logprob_reward": -0.24983474612236023, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.24983474612236023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2980780005455017, + 0.15332379937171936, + 0.08702868223190308, + 0.07695495337247849, + 0.06061048060655594, + 0.0496780127286911, + 0.05281376838684082, + 0.06732819974422455, + 0.07533995807170868, + 0.07884416729211807 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.24983474612236023 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07905586808919907 + ], + "opposite_logprob_tokens": [ + -2.5790557861328125 + ], + "logprob_reward": -0.07905586808919907, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07905586808919907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16635994613170624, + 0.1227366104722023, + 0.08044826984405518, + 0.054226797074079514, + 0.06000307947397232, + 0.03372003138065338, + 0.23306505382061005, + 0.04446113482117653, + 0.07476688176393509, + 0.13021215796470642 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.07905586808919907 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007640188094228506 + ], + "opposite_logprob_tokens": [ + -4.882640361785889 + ], + "logprob_reward": -0.007640188094228506, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007640188094228506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2745010554790497, + 0.08643732964992523, + 0.05493707209825516, + 0.03958676755428314, + 0.28380849957466125, + 0.03469805791974068, + 0.0747089684009552, + 0.046088892966508865, + 0.05015859752893448, + 0.05507472902536392 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.007640188094228506 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015151937259361148 + ], + "opposite_logprob_tokens": [ + -6.5015153884887695 + ], + "logprob_reward": -0.0015151937259361148, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015151937259361148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16576038300991058, + 0.06978440284729004, + 0.08620592951774597, + 0.034441765397787094, + 0.0987129881978035, + 0.04823412001132965, + 0.25556766986846924, + 0.08666109293699265, + 0.0628441795706749, + 0.0917874127626419 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.0015151937259361148 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190231174230576 + ], + "opposite_logprob_tokens": [ + -4.018190383911133 + ], + "logprob_reward": -0.018190231174230576, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190231174230576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.102375827729702, + 0.05840491130948067, + 0.03273990750312805, + 0.047615572810173035, + 0.1262340545654297, + 0.024651333689689636, + 0.3968144357204437, + 0.07270634174346924, + 0.05041379854083061, + 0.08804389089345932 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.018190231174230576 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot, capturing every moment with superb clarity and fluidity at an ultra-high frame rate, follows a young woman astride a majestic, luminous spirit beast as it speeds through the narrow, winding alleys of an ancient Oriental city. The woman, clad in a deep cyan silk robe embroidered with silver auspicious cloud patterns, her jet-black hair fluttering like a banner in the wind, a few delicate jade hairpins glimpsed through her hair. She leans forward, pressed against the spirit beast's back, her expression focused and resolute. The spirit beast beneath her crotch resembles a kirin, covered in translucent scales emitting a soft, azure hue. Its mane and tail are not physical, but rather fluid beams of light, trailing dazzling trails through the night. The spirit beast's hooves barely touch the rain-soaked, shimmering bluestone floor, each leap leaving shimmering particles of energy in the air. The alleys they sped through were flanked by quaint wooden buildings with soaring eaves and angled corners. Warm orange lights shone from the windows, and red lanterns hung from the eaves swayed violently in the strong wind they stirred. The cool light emanating from the spirit beasts intertwined with the warm glow of the lanterns, casting ever-shifting, bizarre shadows on the mottled walls, creating a magnificent atmosphere that was both tense and imbued with the mysterious charm of Eastern fantasy.", + "seed": 4097, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_1/index_825_seed_4097_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0635547305457294, + "vlm_logprob": -0.0635547305457294, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.0635547305457294, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14605776965618134 + ], + "opposite_logprob_tokens": [ + -2.3960578441619873 + ], + "logprob_reward": -0.14605776965618134, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.14605776965618134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12428396195173264, + 0.06664864718914032, + 0.08426067978143692, + 0.26244911551475525, + 0.06369806826114655, + 0.02773308753967285, + 0.10014086961746216, + 0.034078869968652725, + 0.1508292555809021, + 0.08587747812271118 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.14605776965618134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12715010344982147 + ], + "opposite_logprob_tokens": [ + -2.127150058746338 + ], + "logprob_reward": -0.12715010344982147, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12715010344982147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3732185661792755, + 0.09710325300693512, + 0.03518703579902649, + 0.14440786838531494, + 0.04592861607670784, + 0.14719164371490479, + 0.0775289312005043, + 0.014805454760789871, + 0.03394298255443573, + 0.03068566508591175 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.12715010344982147 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557720765471458 + ], + "opposite_logprob_tokens": [ + -4.387557506561279 + ], + "logprob_reward": -0.012557720765471458, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557720765471458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09706421196460724, + 0.06317944079637527, + 0.15206128358840942, + 0.20322534441947937, + 0.1226026713848114, + 0.08942431956529617, + 0.061789896339178085, + 0.06617864221334457, + 0.07996030151844025, + 0.06451380997896194 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.012557720765471458 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022017541341483593 + ], + "opposite_logprob_tokens": [ + -6.127201557159424 + ], + "logprob_reward": -0.0022017541341483593, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022017541341483593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33063656091690063, + 0.08339082449674606, + 0.11797433346509933, + 0.11022422462701797, + 0.0762336254119873, + 0.043915946036577225, + 0.04057034105062485, + 0.09132134169340134, + 0.06411069631576538, + 0.041622091084718704 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0022017541341483593 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980630472302437 + ], + "opposite_logprob_tokens": [ + -3.52980637550354 + ], + "logprob_reward": -0.02980630472302437, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980630472302437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25958696007728577, + 0.08588579297065735, + 0.03090837597846985, + 0.04719754308462143, + 0.060189757496118546, + 0.06990937888622284, + 0.29058554768562317, + 0.03635761886835098, + 0.09477043151855469, + 0.024608615785837173 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.02980630472302437 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot, capturing every moment with superb clarity and fluidity at an ultra-high frame rate, follows a young woman astride a majestic, luminous spirit beast as it speeds through the narrow, winding alleys of an ancient Oriental city. The woman, clad in a deep cyan silk robe embroidered with silver auspicious cloud patterns, her jet-black hair fluttering like a banner in the wind, a few delicate jade hairpins glimpsed through her hair. She leans forward, pressed against the spirit beast's back, her expression focused and resolute. The spirit beast beneath her crotch resembles a kirin, covered in translucent scales emitting a soft, azure hue. Its mane and tail are not physical, but rather fluid beams of light, trailing dazzling trails through the night. The spirit beast's hooves barely touch the rain-soaked, shimmering bluestone floor, each leap leaving shimmering particles of energy in the air. The alleys they sped through were flanked by quaint wooden buildings with soaring eaves and angled corners. Warm orange lights shone from the windows, and red lanterns hung from the eaves swayed violently in the strong wind they stirred. The cool light emanating from the spirit beasts intertwined with the warm glow of the lanterns, casting ever-shifting, bizarre shadows on the mottled walls, creating a magnificent atmosphere that was both tense and imbued with the mysterious charm of Eastern fantasy.", + "seed": 4098, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_1/index_825_seed_4098_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13748454360757023, + "vlm_logprob": -0.13748454360757023, + "vlm_yes_no_margin": 3.374999988079071, + "vlm_token_credit": -0.13748454360757023, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4641576409339905 + ], + "opposite_logprob_tokens": [ + -1.2141575813293457 + ], + "logprob_reward": -0.4641576409339905, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.4641576409339905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0802428349852562, + 0.041302260011434555, + 0.03954245522618294, + 0.013665616512298584, + 0.032828137278556824, + 0.06708761304616928, + 0.021196363493800163, + 0.030305644497275352, + 0.6519632339477539, + 0.021865790709853172 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.4641576409339905 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17997798323631287 + ], + "opposite_logprob_tokens": [ + -1.8049780130386353 + ], + "logprob_reward": -0.17997798323631287, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17997798323631287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07394610345363617, + 0.10778572410345078, + 0.11345700919628143, + 0.03566315770149231, + 0.12314707785844803, + 0.1416180282831192, + 0.10683155059814453, + 0.03862074762582779, + 0.20920774340629578, + 0.04972286894917488 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.17997798323631287 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007642081007361412 + ], + "opposite_logprob_tokens": [ + -4.8826422691345215 + ], + "logprob_reward": -0.007642081007361412, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007642081007361412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07164008915424347, + 0.07620752602815628, + 0.07400744408369064, + 0.06492893397808075, + 0.14516423642635345, + 0.05987779423594475, + 0.09564536809921265, + 0.12443086504936218, + 0.23878005146980286, + 0.04931770637631416 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.007642081007361412 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019424158381298184 + ], + "opposite_logprob_tokens": [ + -6.2519426345825195 + ], + "logprob_reward": -0.0019424158381298184, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019424158381298184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09515822678804398, + 0.06982038170099258, + 0.05571503937244415, + 0.09401538968086243, + 0.03491131588816643, + 0.05536293610930443, + 0.06491807848215103, + 0.11756083369255066, + 0.37171056866645813, + 0.04082721471786499 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.0019424158381298184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in the narrow, winding alleys of an ancient Oriental city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a young woman wearing a deep cyan silk robe with silver auspicious cloud patterns riding a spirit beast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the spirit beast resemble a kirin with translucent azure scales and fluid light beams for its mane and tail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the camera tracking the subjects as they speed through the alleys?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370259702205658 + ], + "opposite_logprob_tokens": [ + -3.4087026119232178 + ], + "logprob_reward": -0.03370259702205658, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370259702205658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07243717461824417, + 0.08567629754543304, + 0.07112041115760803, + 0.016607457771897316, + 0.03451826795935631, + 0.12230604141950607, + 0.0988055020570755, + 0.02917499840259552, + 0.43723517656326294, + 0.03211861476302147 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.03370259702205658 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_10/index_tensor([8622, 8622])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_10/index_tensor([8622, 8622])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..768c39e193d4603c7fda681643bbd81a146345da --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_10/index_tensor([8622, 8622])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot tracks steadily with a lone female runner, her powerful form piercing the cool night air of the vast, empty stadium. Under the intense, almost blinding glare of the towering metal lighting structure, the neatly manicured grass glows emerald green, its striped pattern creating a hypnotic grid. The runner, her dark hair tied in a high, swinging ponytail, wears a fitted, sleeveless black workout top and matching compression shorts that accentuate her toned physique. Seen in profile, her face is a mask of focused determination, sweat gleaming in the harsh overhead light as they trace her temples along the path. She runs at a relentless, rhythmic pace, her feet clad in brightly colored running shoes providing the only vibrant color against the stark background. Her arms pump decisively, her entire body a disciplined movement machine. Her long shadow stretched and twisted dramatically across the lawn as she moved from one cone of bright white light to another, a dark, elongated apparition that danced and twisted, sometimes splitting into multiple overlapping silhouettes, creating surreal visual echoes of her solitary endeavors within the profound silence and scale of the empty arena.", + "seed": 29657, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_10/index_8622_seed_29657_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03889008779078722, + "vlm_logprob": -0.03889008779078722, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.03889008779078722, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.046625662595033646 + ], + "opposite_logprob_tokens": [ + -3.9216256141662598 + ], + "logprob_reward": -0.046625662595033646, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.046625662595033646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4233688712120056, + 0.06830472499132156, + 0.05658561363816261, + 0.07368947565555573, + 0.07038894295692444, + 0.030693745240569115, + 0.08333885669708252, + 0.04666905850172043, + 0.019752485677599907, + 0.1272081434726715 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.046625662595033646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374754637479782 + ], + "opposite_logprob_tokens": [ + -3.408747434616089 + ], + "logprob_reward": -0.03374754637479782, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374754637479782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3902502954006195, + 0.19655124843120575, + 0.02856948971748352, + 0.027085402980446815, + 0.03866128623485565, + 0.029874201864004135, + 0.037837475538253784, + 0.033196013420820236, + 0.01655750349164009, + 0.20141708850860596 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.03374754637479782 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029814867302775383 + ], + "opposite_logprob_tokens": [ + -3.5298149585723877 + ], + "logprob_reward": -0.029814867302775383, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029814867302775383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4277254343032837, + 0.09016773849725723, + 0.02386259287595749, + 0.021545814350247383, + 0.029648873955011368, + 0.049638811498880386, + 0.041946932673454285, + 0.10744961351156235, + 0.017579926177859306, + 0.1904342919588089 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.029814867302775383 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901070266962051 + ], + "opposite_logprob_tokens": [ + -2.5790107250213623 + ], + "logprob_reward": -0.07901070266962051, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901070266962051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35432735085487366, + 0.2712569832801819, + 0.0566234327852726, + 0.08863496035337448, + 0.02920411340892315, + 0.05725586786866188, + 0.02639792487025261, + 0.05317474529147148, + 0.022749193012714386, + 0.040375370532274246 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.07901070266962051 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251660011708736 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251660011708736, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251660011708736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6977096796035767, + 0.03826066106557846, + 0.022985460236668587, + 0.06622787564992905, + 0.037778742611408234, + 0.014625976793467999, + 0.017102999612689018, + 0.022518889978528023, + 0.027127914130687714, + 0.055661823600530624 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.005251660011708736 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot tracks steadily with a lone female runner, her powerful form piercing the cool night air of the vast, empty stadium. Under the intense, almost blinding glare of the towering metal lighting structure, the neatly manicured grass glows emerald green, its striped pattern creating a hypnotic grid. The runner, her dark hair tied in a high, swinging ponytail, wears a fitted, sleeveless black workout top and matching compression shorts that accentuate her toned physique. Seen in profile, her face is a mask of focused determination, sweat gleaming in the harsh overhead light as they trace her temples along the path. She runs at a relentless, rhythmic pace, her feet clad in brightly colored running shoes providing the only vibrant color against the stark background. Her arms pump decisively, her entire body a disciplined movement machine. Her long shadow stretched and twisted dramatically across the lawn as she moved from one cone of bright white light to another, a dark, elongated apparition that danced and twisted, sometimes splitting into multiple overlapping silhouettes, creating surreal visual echoes of her solitary endeavors within the profound silence and scale of the empty arena.", + "seed": 29658, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_10/index_8622_seed_29658_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03139165639877319, + "vlm_logprob": -0.03139165639877319, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03139165639877319, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.060877032577991486 + ], + "opposite_logprob_tokens": [ + -3.8108770847320557 + ], + "logprob_reward": -0.060877032577991486, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.060877032577991486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3621806204319, + 0.06708817929029465, + 0.053273528814315796, + 0.08289546519517899, + 0.05397304892539978, + 0.053558770567178726, + 0.07484738528728485, + 0.12603527307510376, + 0.07231582701206207, + 0.05383186414837837 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.060877032577991486 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016116227954626083 + ], + "opposite_logprob_tokens": [ + -4.141116142272949 + ], + "logprob_reward": -0.016116227954626083, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016116227954626083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29399052262306213, + 0.08140068501234055, + 0.07462262362241745, + 0.14528465270996094, + 0.054595645517110825, + 0.048008520156145096, + 0.14395321905612946, + 0.05415292829275131, + 0.06667393445968628, + 0.037317242473363876 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.016116227954626083 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033711932599544525 + ], + "opposite_logprob_tokens": [ + -3.4087119102478027 + ], + "logprob_reward": -0.033711932599544525, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033711932599544525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23148998618125916, + 0.05875600501894951, + 0.1433822512626648, + 0.14441633224487305, + 0.053572557866573334, + 0.0499100498855114, + 0.20856252312660217, + 0.03709439933300018, + 0.029991207644343376, + 0.04282468557357788 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.033711932599544525 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371585160493851 + ], + "opposite_logprob_tokens": [ + -3.4087159633636475 + ], + "logprob_reward": -0.03371585160493851, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371585160493851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3728804588317871, + 0.060663461685180664, + 0.19722718000411987, + 0.07699793577194214, + 0.02237570658326149, + 0.05500069633126259, + 0.056248221546411514, + 0.026347419247031212, + 0.09011411666870117, + 0.04214475303888321 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.03371585160493851 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537237256765366 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.012537237256765366, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537237256765366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41731953620910645, + 0.04635389894247055, + 0.09622763097286224, + 0.08248519897460938, + 0.08226417750120163, + 0.027923937886953354, + 0.046846937388181686, + 0.06820068508386612, + 0.05289597809314728, + 0.07948197424411774 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.012537237256765366 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot tracks steadily with a lone female runner, her powerful form piercing the cool night air of the vast, empty stadium. Under the intense, almost blinding glare of the towering metal lighting structure, the neatly manicured grass glows emerald green, its striped pattern creating a hypnotic grid. The runner, her dark hair tied in a high, swinging ponytail, wears a fitted, sleeveless black workout top and matching compression shorts that accentuate her toned physique. Seen in profile, her face is a mask of focused determination, sweat gleaming in the harsh overhead light as they trace her temples along the path. She runs at a relentless, rhythmic pace, her feet clad in brightly colored running shoes providing the only vibrant color against the stark background. Her arms pump decisively, her entire body a disciplined movement machine. Her long shadow stretched and twisted dramatically across the lawn as she moved from one cone of bright white light to another, a dark, elongated apparition that danced and twisted, sometimes splitting into multiple overlapping silhouettes, creating surreal visual echoes of her solitary endeavors within the profound silence and scale of the empty arena.", + "seed": 29659, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_10/index_8622_seed_29659_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.026513761002570392, + "vlm_logprob": -0.026513761002570392, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.026513761002570392, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0412670336663723 + ], + "opposite_logprob_tokens": [ + -4.041266918182373 + ], + "logprob_reward": -0.0412670336663723, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0412670336663723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08297384530305862, + 0.029486095532774925, + 0.09018626064062119, + 0.038532983511686325, + 0.030614862218499184, + 0.02929823286831379, + 0.02403939701616764, + 0.03992217779159546, + 0.5366123914718628, + 0.0983337014913559 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.0412670336663723 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373924642801285 + ], + "opposite_logprob_tokens": [ + -3.4087393283843994 + ], + "logprob_reward": -0.03373924642801285, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373924642801285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15461547672748566, + 0.08124857395887375, + 0.05334862694144249, + 0.06664731353521347, + 0.10934821516275406, + 0.0510551743209362, + 0.07168375700712204, + 0.11225909739732742, + 0.10260602831840515, + 0.19718773663043976 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.03373924642801285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014203174039721489 + ], + "opposite_logprob_tokens": [ + -4.264203071594238 + ], + "logprob_reward": -0.014203174039721489, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014203174039721489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12060026824474335, + 0.050410084426403046, + 0.05832814797759056, + 0.03219013288617134, + 0.15587343275547028, + 0.05352012813091278, + 0.06420182436704636, + 0.039859019219875336, + 0.19270499050617218, + 0.23231197893619537 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.014203174039721489 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810935094952583 + ], + "opposite_logprob_tokens": [ + -3.288109302520752 + ], + "logprob_reward": -0.03810935094952583, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810935094952583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10926477611064911, + 0.048040721565485, + 0.1992437094449997, + 0.0770772397518158, + 0.10217104852199554, + 0.05422968044877052, + 0.0355650819838047, + 0.041729431599378586, + 0.13408316671848297, + 0.19859515130519867 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.03810935094952583 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249999929219484 + ], + "opposite_logprob_tokens": [ + -5.255249977111816 + ], + "logprob_reward": -0.005249999929219484, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249999929219484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19880615174770355, + 0.10688137263059616, + 0.12225475907325745, + 0.06191566213965416, + 0.05002301558852196, + 0.04222092777490616, + 0.05106097087264061, + 0.06726081669330597, + 0.07369910925626755, + 0.22587719559669495 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.005249999929219484 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot tracks steadily with a lone female runner, her powerful form piercing the cool night air of the vast, empty stadium. Under the intense, almost blinding glare of the towering metal lighting structure, the neatly manicured grass glows emerald green, its striped pattern creating a hypnotic grid. The runner, her dark hair tied in a high, swinging ponytail, wears a fitted, sleeveless black workout top and matching compression shorts that accentuate her toned physique. Seen in profile, her face is a mask of focused determination, sweat gleaming in the harsh overhead light as they trace her temples along the path. She runs at a relentless, rhythmic pace, her feet clad in brightly colored running shoes providing the only vibrant color against the stark background. Her arms pump decisively, her entire body a disciplined movement machine. Her long shadow stretched and twisted dramatically across the lawn as she moved from one cone of bright white light to another, a dark, elongated apparition that danced and twisted, sometimes splitting into multiple overlapping silhouettes, creating surreal visual echoes of her solitary endeavors within the profound silence and scale of the empty arena.", + "seed": 29660, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_10/index_8622_seed_29660_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03715216275304556, + "vlm_logprob": -0.03715216275304556, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.03715216275304556, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05593908578157425 + ], + "opposite_logprob_tokens": [ + -4.055939197540283 + ], + "logprob_reward": -0.05593908578157425, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.05593908578157425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26003339886665344, + 0.2246219664812088, + 0.07302480190992355, + 0.08319541811943054, + 0.10833773016929626, + 0.05068453773856163, + 0.0434187613427639, + 0.06480277329683304, + 0.037176281213760376, + 0.05470436438918114 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.05593908578157425 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026395540684461594 + ], + "opposite_logprob_tokens": [ + -3.651395559310913 + ], + "logprob_reward": -0.026395540684461594, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026395540684461594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.51258385181427, + 0.1950431764125824, + 0.0742117315530777, + 0.030950739979743958, + 0.02173248678445816, + 0.0548982247710228, + 0.023950200527906418, + 0.02147040329873562, + 0.029641926288604736, + 0.03551727160811424 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.026395540684461594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033718038350343704 + ], + "opposite_logprob_tokens": [ + -3.4087181091308594 + ], + "logprob_reward": -0.033718038350343704, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033718038350343704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2789136469364166, + 0.28997913002967834, + 0.0490029938519001, + 0.07103749364614487, + 0.026247194036841393, + 0.058506570756435394, + 0.031515464186668396, + 0.08243970572948456, + 0.04103320837020874, + 0.07132455706596375 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.033718038350343704 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207931786775589 + ], + "opposite_logprob_tokens": [ + -2.812079429626465 + ], + "logprob_reward": -0.06207931786775589, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207931786775589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3425309658050537, + 0.2510976493358612, + 0.0851210281252861, + 0.036233894526958466, + 0.02975567616522312, + 0.086753711104393, + 0.030890969559550285, + 0.065628282725811, + 0.02057510055601597, + 0.05141274258494377 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.06207931786775589 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera tracking steadily alongside a lone female runner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the runner wearing a fitted, sleeveless black workout top and matching compression shorts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the runner's face shown in profile with sweat gleaming on her temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the runner's long shadow stretch and twist across the lawn as she moves between cones of light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7395380139350891, + 0.0793638676404953, + 0.03894123062491417, + 0.0131273427978158, + 0.022940492257475853, + 0.02244545891880989, + 0.014631438069045544, + 0.027557937428355217, + 0.021748242899775505, + 0.019706031307578087 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.007628831081092358 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_11/index_tensor([1304, 1304])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_11/index_tensor([1304, 1304])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ffeec5dec11cb29aab7848965648e7067e3d6bd0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_11/index_tensor([1304, 1304])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, upward tilt from the base of the sculpture captures a breathtaking scene during a violent thunderstorm. Against a pitch-black backdrop of pouring rain and howling wind, a massive, forked flash of purple lightning streaks across the sky, momentarily illuminating a majestic, abstract cement sculpture from the darkness. In this brief, piercing light, every rough texture on the sculpture's wet surface—weathered cracks, pits, and concrete aggregate—becomes strikingly clear, imbuing it with a hard, raw quality. As the camera steadily ascends, the viewer's eye is guided upward from the sculpture's solid base, exploring its powerful contours until its summit disappears into the storm-ravaged night sky. The entire image is imbued with the rich colors that are hallmarks of Steve McCurry's cinematography—deep, cool blues contrasting with the vibrant, saturated whites of the lightning bolt, creating an epic, awe-inspiring dramatic tension.", + "seed": 27784, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_11/index_1304_seed_27784_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.44025054802186786, + "vlm_logprob": -0.44025054802186786, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.44025054802186786, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07965213805437088 + ], + "opposite_logprob_tokens": [ + -2.5796520709991455 + ], + "logprob_reward": -0.07965213805437088, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07965213805437088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12432907521724701, + 0.06700633466243744, + 0.06873565912246704, + 0.3500610291957855, + 0.12142547219991684, + 0.10191013664007187, + 0.055598121136426926, + 0.022676266729831696, + 0.07400795072317123, + 0.014249937608838081 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.07965213805437088 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9103184938430786 + ], + "opposite_logprob_tokens": [ + -0.16031844913959503 + ], + "logprob_reward": -1.9103184938430786, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9103184938430786, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1366681307554245, + 0.06073810160160065, + 0.09958180040121078, + 0.08857686817646027, + 0.10096260160207748, + 0.11171141266822815, + 0.1051824688911438, + 0.19992755353450775, + 0.07837644219398499, + 0.018274694681167603 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -1.9103184938430786 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036289331037551165 + ], + "opposite_logprob_tokens": [ + -5.628628730773926 + ], + "logprob_reward": -0.0036289331037551165, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036289331037551165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17076224088668823, + 0.028686873614788055, + 0.08622872829437256, + 0.11881405860185623, + 0.10164902359247208, + 0.12238531559705734, + 0.0835856944322586, + 0.17417576909065247, + 0.0800028070807457, + 0.033709555864334106 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.0036289331037551165 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20169807970523834 + ], + "opposite_logprob_tokens": [ + -1.7016980648040771 + ], + "logprob_reward": -0.20169807970523834, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20169807970523834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21401430666446686, + 0.178895503282547, + 0.047053270041942596, + 0.10866384208202362, + 0.2596033811569214, + 0.04683581739664078, + 0.061452049762010574, + 0.05141671746969223, + 0.019881755113601685, + 0.012183387763798237 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.20169807970523834 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005955095402896404 + ], + "opposite_logprob_tokens": [ + -5.130955219268799 + ], + "logprob_reward": -0.005955095402896404, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005955095402896404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1758791208267212, + 0.10316206514835358, + 0.10526790469884872, + 0.07107379287481308, + 0.0901481956243515, + 0.11982505023479462, + 0.08995606005191803, + 0.14842809736728668, + 0.07418019324541092, + 0.022079497575759888 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.005955095402896404 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward tilt from the base of the sculpture captures a breathtaking scene during a violent thunderstorm. Against a pitch-black backdrop of pouring rain and howling wind, a massive, forked flash of purple lightning streaks across the sky, momentarily illuminating a majestic, abstract cement sculpture from the darkness. In this brief, piercing light, every rough texture on the sculpture's wet surface—weathered cracks, pits, and concrete aggregate—becomes strikingly clear, imbuing it with a hard, raw quality. As the camera steadily ascends, the viewer's eye is guided upward from the sculpture's solid base, exploring its powerful contours until its summit disappears into the storm-ravaged night sky. The entire image is imbued with the rich colors that are hallmarks of Steve McCurry's cinematography—deep, cool blues contrasting with the vibrant, saturated whites of the lightning bolt, creating an epic, awe-inspiring dramatic tension.", + "seed": 27785, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_11/index_1304_seed_27785_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.23315605353564023, + "vlm_logprob": -0.23315605353564023, + "vlm_yes_no_margin": 3.449999988079071, + "vlm_token_credit": -0.23315605353564023, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02705340087413788 + ], + "opposite_logprob_tokens": [ + -3.6520533561706543 + ], + "logprob_reward": -0.02705340087413788, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02705340087413788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35250380635261536, + 0.09141739457845688, + 0.17258436977863312, + 0.06724072992801666, + 0.062491949647665024, + 0.12532222270965576, + 0.047270603477954865, + 0.03727671131491661, + 0.030656542629003525, + 0.013235709629952908 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.02705340087413788 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538771152496338 + ], + "opposite_logprob_tokens": [ + -0.428877055644989 + ], + "logprob_reward": -1.0538771152496338, + "yes_no_margin_reward": -0.6250000596046448, + "token_credit_reward": -1.0538771152496338, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.27698764204978943, + 0.06724344193935394, + 0.1316923350095749, + 0.10384726524353027, + 0.08156314492225647, + 0.19706378877162933, + 0.010436820797622204, + 0.046861663460731506, + 0.061577484011650085, + 0.022726377472281456 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -1.0538771152496338 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002200802555307746 + ], + "opposite_logprob_tokens": [ + -6.127200603485107 + ], + "logprob_reward": -0.002200802555307746, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002200802555307746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2577264606952667, + 0.04954437538981438, + 0.09625286608934402, + 0.056328095495700836, + 0.0595625638961792, + 0.060548413544893265, + 0.026090329512953758, + 0.08099224418401718, + 0.24262847006320953, + 0.07032615691423416 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.002200802555307746 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903438806533813 + ], + "opposite_logprob_tokens": [ + -2.5790343284606934 + ], + "logprob_reward": -0.07903438806533813, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903438806533813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3440101146697998, + 0.10659145563840866, + 0.049936555325984955, + 0.07073095440864563, + 0.037839990109205246, + 0.12825113534927368, + 0.031732991337776184, + 0.041434578597545624, + 0.17519862949848175, + 0.014273672364652157 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.07903438806533813 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036145609337836504 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.0036145609337836504, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036145609337836504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12319307774305344, + 0.09629973024129868, + 0.13749946653842926, + 0.14352107048034668, + 0.08147244155406952, + 0.15867120027542114, + 0.05478757992386818, + 0.04187209904193878, + 0.1219865009188652, + 0.04069686681032181 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -0.0036145609337836504 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward tilt from the base of the sculpture captures a breathtaking scene during a violent thunderstorm. Against a pitch-black backdrop of pouring rain and howling wind, a massive, forked flash of purple lightning streaks across the sky, momentarily illuminating a majestic, abstract cement sculpture from the darkness. In this brief, piercing light, every rough texture on the sculpture's wet surface—weathered cracks, pits, and concrete aggregate—becomes strikingly clear, imbuing it with a hard, raw quality. As the camera steadily ascends, the viewer's eye is guided upward from the sculpture's solid base, exploring its powerful contours until its summit disappears into the storm-ravaged night sky. The entire image is imbued with the rich colors that are hallmarks of Steve McCurry's cinematography—deep, cool blues contrasting with the vibrant, saturated whites of the lightning bolt, creating an epic, awe-inspiring dramatic tension.", + "seed": 27786, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_11/index_1304_seed_27786_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3022586978273466, + "vlm_logprob": -0.3022586978273466, + "vlm_yes_no_margin": 3.149999976158142, + "vlm_token_credit": -0.3022586978273466, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1436081826686859 + ], + "opposite_logprob_tokens": [ + -2.0186080932617188 + ], + "logprob_reward": -0.1436081826686859, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1436081826686859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14495506882667542, + 0.0561215877532959, + 0.14698825776576996, + 0.105135977268219, + 0.2136029154062271, + 0.07185596972703934, + 0.025488683953881264, + 0.06401882320642471, + 0.14174938201904297, + 0.030083321034908295 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.1436081826686859 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134080171585083 + ], + "opposite_logprob_tokens": [ + -0.3134080469608307 + ], + "logprob_reward": -1.3134080171585083, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134080171585083, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22025461494922638, + 0.049016162753105164, + 0.11471900343894958, + 0.12654568254947662, + 0.09044995903968811, + 0.095279261469841, + 0.0746869295835495, + 0.1592787653207779, + 0.029452864080667496, + 0.04031679779291153 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -1.3134080171585083 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019459851318970323 + ], + "opposite_logprob_tokens": [ + -6.251945972442627 + ], + "logprob_reward": -0.0019459851318970323, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019459851318970323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17058825492858887, + 0.07269152998924255, + 0.07439735531806946, + 0.16455383598804474, + 0.29200074076652527, + 0.0449698381125927, + 0.037403654307127, + 0.06306599080562592, + 0.04183272644877434, + 0.03849608451128006 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.0019459851318970323 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04871484264731407 + ], + "opposite_logprob_tokens": [ + -3.0487148761749268 + ], + "logprob_reward": -0.04871484264731407, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04871484264731407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07638255506753922, + 0.10363836586475372, + 0.12193262577056885, + 0.19868123531341553, + 0.31861257553100586, + 0.03633368760347366, + 0.03879239782691002, + 0.05244273692369461, + 0.02623399719595909, + 0.026949886232614517 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.04871484264731407 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003616461530327797 + ], + "opposite_logprob_tokens": [ + -5.6286163330078125 + ], + "logprob_reward": -0.003616461530327797, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003616461530327797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2621525824069977, + 0.048267435282468796, + 0.10104931145906448, + 0.09330475330352783, + 0.13884834945201874, + 0.10056784749031067, + 0.0611506886780262, + 0.1090938076376915, + 0.06238798424601555, + 0.0231772568076849 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.003616461530327797 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, upward tilt from the base of the sculpture captures a breathtaking scene during a violent thunderstorm. Against a pitch-black backdrop of pouring rain and howling wind, a massive, forked flash of purple lightning streaks across the sky, momentarily illuminating a majestic, abstract cement sculpture from the darkness. In this brief, piercing light, every rough texture on the sculpture's wet surface—weathered cracks, pits, and concrete aggregate—becomes strikingly clear, imbuing it with a hard, raw quality. As the camera steadily ascends, the viewer's eye is guided upward from the sculpture's solid base, exploring its powerful contours until its summit disappears into the storm-ravaged night sky. The entire image is imbued with the rich colors that are hallmarks of Steve McCurry's cinematography—deep, cool blues contrasting with the vibrant, saturated whites of the lightning bolt, creating an epic, awe-inspiring dramatic tension.", + "seed": 27787, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_11/index_1304_seed_27787_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.6092835159040988, + "vlm_logprob": -0.6092835159040988, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.6092835159040988, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.049812186509370804 + ], + "opposite_logprob_tokens": [ + -3.049812078475952 + ], + "logprob_reward": -0.049812186509370804, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.049812186509370804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025835629552602768, + 0.032429132610559464, + 0.015833500772714615, + 0.024426616728305817, + 0.008093547075986862, + 0.0038972024340182543, + 0.02124042809009552, + 0.8503246307373047, + 0.010096111334860325, + 0.00782319251447916 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.049812186509370804 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.9299352169036865 + ], + "opposite_logprob_tokens": [ + -0.05493522807955742 + ], + "logprob_reward": -2.9299352169036865, + "yes_no_margin_reward": -2.875, + "token_credit_reward": -2.9299352169036865, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24324819445610046, + 0.0879933163523674, + 0.1784278154373169, + 0.06791260838508606, + 0.035580169409513474, + 0.08146515488624573, + 0.03369385749101639, + 0.15856041014194489, + 0.05054561421275139, + 0.06257282197475433 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -2.9299352169036865 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067804730497300625 + ], + "opposite_logprob_tokens": [ + -5.006780624389648 + ], + "logprob_reward": -0.0067804730497300625, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067804730497300625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14447857439517975, + 0.05630477890372276, + 0.12575122714042664, + 0.038229186087846756, + 0.014158950187265873, + 0.04454615339636803, + 0.03205886110663414, + 0.4767189621925354, + 0.034482136368751526, + 0.03327115997672081 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.0067804730497300625 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048791028559207916 + ], + "opposite_logprob_tokens": [ + -3.04879093170166 + ], + "logprob_reward": -0.048791028559207916, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048791028559207916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12005846947431564, + 0.12719467282295227, + 0.1306571513414383, + 0.02712998166680336, + 0.03698551654815674, + 0.04350757226347923, + 0.03173685073852539, + 0.4077901840209961, + 0.04067588597536087, + 0.03426377475261688 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.048791028559207916 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera performing a slow upward tilt starting from the base of a sculpture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pitch-black scene with pouring rain and howling wind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, forked flash of purple lightning visible streaking across the sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sculpture made of cement with visible rough textures like weathered cracks, pits, and concrete aggregate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature deep cool blues contrasting with vibrant saturated whites from the lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109867449849844 + ], + "opposite_logprob_tokens": [ + -4.511098861694336 + ], + "logprob_reward": -0.01109867449849844, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109867449849844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15946003794670105, + 0.061571575701236725, + 0.13129451870918274, + 0.0419892854988575, + 0.02330133691430092, + 0.05663347616791725, + 0.02968657575547695, + 0.3971726596355438, + 0.04627835378050804, + 0.05261224880814552 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.01109867449849844 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_12/index_tensor([9042, 9042])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_12/index_tensor([9042, 9042])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c0028e946c526b0862dd0807f0a360b4bb579c17 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_12/index_tensor([9042, 9042])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, graceful rotoscopie swirls around a majestic Gloucester bull standing tall in a lush pasture, bathed in the warm, captivating glow of late afternoon's golden hour. The camera's steady rotation reveals the animal from every angle, its powerful, stout frame covered in a sleek black coat, contrasted by the signature, broad white stripes running along its spine and shoulders. Its large, gentle black eyes are serene, and its head lowered as it grazes contentedly, methodically tearing at the rich, emerald green grass with rhythmic, deliberate chewing movements. The low-angled sun casts long, soft shadows across the rolling fields, shimmering dew-soaked blades of grass and scattered yellow buttercups while capturing the subtle sheen of the cow's fur. In the soft-focus background, a weathered wooden fence winds along the gentle slope of a hill, and the hazy silhouette of an ancient oak tree stands against the pale, warm sky. The entire scene is filled with a dominant palette of vibrant greens and earthy tones, creating an atmosphere of profound tranquility and idyllic peace, pastoral bliss.", + "seed": 33214, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_12/index_9042_seed_33214_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.39378686556592585, + "vlm_logprob": -0.39378686556592585, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.39378686556592585, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12770694494247437 + ], + "opposite_logprob_tokens": [ + -2.127707004547119 + ], + "logprob_reward": -0.12770694494247437, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12770694494247437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2702957093715668, + 0.110932856798172, + 0.16932463645935059, + 0.11086253821849823, + 0.08687421679496765, + 0.038290347903966904, + 0.12152696400880814, + 0.045065127313137054, + 0.013993687927722931, + 0.03283388912677765 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.12770694494247437 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639360148459673 + ], + "opposite_logprob_tokens": [ + -4.882639408111572 + ], + "logprob_reward": -0.007639360148459673, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639360148459673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18693667650222778, + 0.20918872952461243, + 0.05738228186964989, + 0.08462969958782196, + 0.1106710359454155, + 0.03415845334529877, + 0.03675586357712746, + 0.18181461095809937, + 0.06333280354738235, + 0.035129889845848083 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.007639360148459673 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203595921397209 + ], + "opposite_logprob_tokens": [ + -2.8120360374450684 + ], + "logprob_reward": -0.06203595921397209, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203595921397209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20281198620796204, + 0.09438581764698029, + 0.03800325095653534, + 0.1999789923429489, + 0.05984877794981003, + 0.2152077555656433, + 0.029577605426311493, + 0.03923796862363815, + 0.024340787902474403, + 0.0966070219874382 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.06203595921397209 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015010118484497 + ], + "opposite_logprob_tokens": [ + -0.2015010416507721 + ], + "logprob_reward": -1.7015010118484497, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015010118484497, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20084542036056519, + 0.07608171552419662, + 0.07234462350606918, + 0.25285544991493225, + 0.07103043794631958, + 0.07692486047744751, + 0.029232311993837357, + 0.04480723291635513, + 0.031139394268393517, + 0.1447385549545288 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -1.7015010118484497 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005105167627335 + ], + "opposite_logprob_tokens": [ + -2.6950509548187256 + ], + "logprob_reward": -0.07005105167627335, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005105167627335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11888796091079712, + 0.21162854135036469, + 0.027660833671689034, + 0.3408278524875641, + 0.03222232311964035, + 0.031185565516352654, + 0.03113224357366562, + 0.05560549348592758, + 0.04576355591416359, + 0.10508562624454498 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.07005105167627335 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "slow, graceful rotoscopie swirls around a majestic Gloucester bull standing tall in a lush pasture, bathed in the warm, captivating glow of late afternoon's golden hour. The camera's steady rotation reveals the animal from every angle, its powerful, stout frame covered in a sleek black coat, contrasted by the signature, broad white stripes running along its spine and shoulders. Its large, gentle black eyes are serene, and its head lowered as it grazes contentedly, methodically tearing at the rich, emerald green grass with rhythmic, deliberate chewing movements. The low-angled sun casts long, soft shadows across the rolling fields, shimmering dew-soaked blades of grass and scattered yellow buttercups while capturing the subtle sheen of the cow's fur. In the soft-focus background, a weathered wooden fence winds along the gentle slope of a hill, and the hazy silhouette of an ancient oak tree stands against the pale, warm sky. The entire scene is filled with a dominant palette of vibrant greens and earthy tones, creating an atmosphere of profound tranquility and idyllic peace, pastoral bliss.", + "seed": 33215, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_12/index_9042_seed_33215_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2998789228498936, + "vlm_logprob": -0.2998789228498936, + "vlm_yes_no_margin": 2.299999976158142, + "vlm_token_credit": -0.2998789228498936, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14337168633937836 + ], + "opposite_logprob_tokens": [ + -2.01837158203125 + ], + "logprob_reward": -0.14337168633937836, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14337168633937836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.480100154876709, + 0.16621993482112885, + 0.14892131090164185, + 0.04649696499109268, + 0.03378598019480705, + 0.015027718618512154, + 0.023179013282060623, + 0.022897960618138313, + 0.01340505015105009, + 0.049965959042310715 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.14337168633937836 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081154346466064 + ], + "opposite_logprob_tokens": [ + -4.1410813331604 + ], + "logprob_reward": -0.016081154346466064, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081154346466064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33193063735961914, + 0.06402922421693802, + 0.04048337787389755, + 0.08522587269544601, + 0.13037706911563873, + 0.02335699275135994, + 0.038239166140556335, + 0.061400990933179855, + 0.14933627843856812, + 0.07562030851840973 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.016081154346466064 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029328614473343 + ], + "opposite_logprob_tokens": [ + -2.3502933979034424 + ], + "logprob_reward": -0.10029328614473343, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029328614473343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5262575745582581, + 0.047453492879867554, + 0.025472041219472885, + 0.11872776597738266, + 0.09013886004686356, + 0.04670428857207298, + 0.01393001526594162, + 0.02016611024737358, + 0.03824460506439209, + 0.07290524989366531 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.10029328614473343 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.223580002784729 + ], + "opposite_logprob_tokens": [ + -0.3485800325870514 + ], + "logprob_reward": -1.223580002784729, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.223580002784729, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4454522132873535, + 0.047248903661966324, + 0.04030808433890343, + 0.22641077637672424, + 0.07522350549697876, + 0.053648438304662704, + 0.030701296404004097, + 0.014842418022453785, + 0.0205658208578825, + 0.04559854418039322 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -1.223580002784729 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016068484634160995 + ], + "opposite_logprob_tokens": [ + -4.141068458557129 + ], + "logprob_reward": -0.016068484634160995, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016068484634160995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46268752217292786, + 0.04087631404399872, + 0.032598547637462616, + 0.1300421804189682, + 0.06590722501277924, + 0.11313798278570175, + 0.016864802688360214, + 0.01925213262438774, + 0.03488518297672272, + 0.08374811708927155 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.016068484634160995 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "slow, graceful rotoscopie swirls around a majestic Gloucester bull standing tall in a lush pasture, bathed in the warm, captivating glow of late afternoon's golden hour. The camera's steady rotation reveals the animal from every angle, its powerful, stout frame covered in a sleek black coat, contrasted by the signature, broad white stripes running along its spine and shoulders. Its large, gentle black eyes are serene, and its head lowered as it grazes contentedly, methodically tearing at the rich, emerald green grass with rhythmic, deliberate chewing movements. The low-angled sun casts long, soft shadows across the rolling fields, shimmering dew-soaked blades of grass and scattered yellow buttercups while capturing the subtle sheen of the cow's fur. In the soft-focus background, a weathered wooden fence winds along the gentle slope of a hill, and the hazy silhouette of an ancient oak tree stands against the pale, warm sky. The entire scene is filled with a dominant palette of vibrant greens and earthy tones, creating an atmosphere of profound tranquility and idyllic peace, pastoral bliss.", + "seed": 33216, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_12/index_9042_seed_33216_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0753864848986268, + "vlm_logprob": -0.0753864848986268, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.0753864848986268, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0436176136136055 + ], + "opposite_logprob_tokens": [ + -3.1686177253723145 + ], + "logprob_reward": -0.0436176136136055, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0436176136136055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0895886942744255, + 0.308182030916214, + 0.05049265921115875, + 0.03880833834409714, + 0.13084600865840912, + 0.07961659878492355, + 0.09005676954984665, + 0.05514812842011452, + 0.07228913903236389, + 0.08497163653373718 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.0436176136136055 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792503900825977 + ], + "opposite_logprob_tokens": [ + -4.634792327880859 + ], + "logprob_reward": -0.009792503900825977, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792503900825977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16880793869495392, + 0.08856063336133957, + 0.15840362012386322, + 0.0415705181658268, + 0.08333317190408707, + 0.1267484724521637, + 0.05415406823158264, + 0.04298124089837074, + 0.03426072746515274, + 0.2011796534061432 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.009792503900825977 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043054379522800446 + ], + "opposite_logprob_tokens": [ + -3.1680543422698975 + ], + "logprob_reward": -0.043054379522800446, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043054379522800446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01969653181731701, + 0.027529213577508926, + 0.011065804399549961, + 0.04944450780749321, + 0.17079973220825195, + 0.527494490146637, + 0.029216773808002472, + 0.03305177763104439, + 0.035418275743722916, + 0.09628283232450485 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.043054379522800446 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22552356123924255 + ], + "opposite_logprob_tokens": [ + -1.600523591041565 + ], + "logprob_reward": -0.22552356123924255, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22552356123924255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027578918263316154, + 0.051902201026678085, + 0.03746859356760979, + 0.13809938728809357, + 0.31759554147720337, + 0.18603090941905975, + 0.07424798607826233, + 0.02797362022101879, + 0.04660344868898392, + 0.09249944239854813 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.22552356123924255 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054944366216659546 + ], + "opposite_logprob_tokens": [ + -2.9299442768096924 + ], + "logprob_reward": -0.054944366216659546, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054944366216659546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027831820771098137, + 0.033083196729421616, + 0.02036367356777191, + 0.04324102774262428, + 0.12468165904283524, + 0.18664121627807617, + 0.08386625349521637, + 0.07583244144916534, + 0.04289674013853073, + 0.36156195402145386 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.054944366216659546 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, graceful rotoscopie swirls around a majestic Gloucester bull standing tall in a lush pasture, bathed in the warm, captivating glow of late afternoon's golden hour. The camera's steady rotation reveals the animal from every angle, its powerful, stout frame covered in a sleek black coat, contrasted by the signature, broad white stripes running along its spine and shoulders. Its large, gentle black eyes are serene, and its head lowered as it grazes contentedly, methodically tearing at the rich, emerald green grass with rhythmic, deliberate chewing movements. The low-angled sun casts long, soft shadows across the rolling fields, shimmering dew-soaked blades of grass and scattered yellow buttercups while capturing the subtle sheen of the cow's fur. In the soft-focus background, a weathered wooden fence winds along the gentle slope of a hill, and the hazy silhouette of an ancient oak tree stands against the pale, warm sky. The entire scene is filled with a dominant palette of vibrant greens and earthy tones, creating an atmosphere of profound tranquility and idyllic peace, pastoral bliss.", + "seed": 33217, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_12/index_9042_seed_33217_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08476031348109245, + "vlm_logprob": -0.08476031348109245, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.08476031348109245, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016508180648088455 + ], + "opposite_logprob_tokens": [ + -4.141508102416992 + ], + "logprob_reward": -0.016508180648088455, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016508180648088455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07958067953586578, + 0.1051042228937149, + 0.06112515181303024, + 0.07259081304073334, + 0.16282258927822113, + 0.28248345851898193, + 0.13165916502475739, + 0.03792642429471016, + 0.028888892382383347, + 0.03781861066818237 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.016508180648088455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642531931400299 + ], + "opposite_logprob_tokens": [ + -4.758642673492432 + ], + "logprob_reward": -0.008642531931400299, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642531931400299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10797024518251419, + 0.36003902554512024, + 0.05053121969103813, + 0.07355806976556778, + 0.12279732525348663, + 0.05737012252211571, + 0.033787839114665985, + 0.1213580071926117, + 0.028492987155914307, + 0.044095154851675034 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.008642531931400299 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11290178447961807 + ], + "opposite_logprob_tokens": [ + -2.2379016876220703 + ], + "logprob_reward": -0.11290178447961807, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11290178447961807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14189398288726807, + 0.10396886616945267, + 0.12802338600158691, + 0.1329098492860794, + 0.09661296755075455, + 0.08657139539718628, + 0.06197754293680191, + 0.08494236320257187, + 0.06980791687965393, + 0.09329172223806381 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.11290178447961807 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520562708377838 + ], + "opposite_logprob_tokens": [ + -1.5020562410354614 + ], + "logprob_reward": -0.2520562708377838, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520562708377838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08750439435243607, + 0.04009641706943512, + 0.05770750343799591, + 0.1439264714717865, + 0.07659848034381866, + 0.04616701975464821, + 0.21978704631328583, + 0.13900518417358398, + 0.12244035303592682, + 0.0667671263217926 + ], + "top_frames": [ + 6, + 3, + 7 + ], + "selected_reward": -0.2520562708377838 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a Gloucester bull with a black coat and broad white stripes visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bull standing tall with its head lowered, grazing on emerald green grass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are slow, graceful rotoscopic swirls visible around the bull?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a steady rotation to reveal the animal from every angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush pasture during late afternoon golden hour with a weathered wooden fence and an ancient oak tree in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033692799508571625 + ], + "opposite_logprob_tokens": [ + -3.4086928367614746 + ], + "logprob_reward": -0.033692799508571625, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033692799508571625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22473981976509094, + 0.0611787885427475, + 0.02607879973948002, + 0.059261299669742584, + 0.2674001455307007, + 0.17390505969524384, + 0.0945395678281784, + 0.02759433165192604, + 0.026704994961619377, + 0.03859717398881912 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.033692799508571625 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_13/index_tensor([4263, 4263])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_13/index_tensor([4263, 4263])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ad984f3c61feb0cd161804858ca44f7db7d8d2ab --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_13/index_tensor([4263, 4263])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "deeply oppressive close-up, shot with a head-tracking technique, locks the viewer's gaze on the pale face of a massive spider-like queen, a blend of humanoid and arachnid features. Its face is a sickly ivory-white, its skin smooth and cold, hairless. Multiple pairs of compound eyes, gleaming crimson, gaze coldly ahead. Thin, tightly pursed lips are curved in a cruel arc, revealing an ancient, malevolent wisdom. At the edges of her face, the black, knife-sharp joints of her chitinous legs tremble uncontrollably with suppressed murderous intent, their limbs gleaming with a greasy sheen in the dim, cold light filtering from the depths of the cavern. The setting is a vast, gloomy, Lord of the Rings-esque cavern, where thick, sticky, giant spider webs drape like filthy shrouds. A faint white cocoon, enveloping an unknown creature, looms within its blurred outlines. The entire space is permeated with the scent of death and decay. The only clear light source came from the ominous red light emitted by her multiple pairs of compound eyes, which stained her sickly pale face and the sticky spider silk around her with a layer of blood-red reflections, creating a suffocating and tense atmosphere full of predator's patience.", + "seed": 15714, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_13/index_4263_seed_15714_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.010899857943877577, + "vlm_logprob": -0.010899857943877577, + "vlm_yes_no_margin": 5.175, + "vlm_token_credit": -0.010899857943877577, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00097977789118886 + ], + "opposite_logprob_tokens": [ + -7.250979900360107 + ], + "logprob_reward": -0.00097977789118886, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.00097977789118886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37471407651901245, + 0.08184540271759033, + 0.06605488061904907, + 0.05605795606970787, + 0.0342097282409668, + 0.05851200222969055, + 0.01983296126127243, + 0.044831834733486176, + 0.034875184297561646, + 0.22906598448753357 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.00097977789118886 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002820563269779086 + ], + "opposite_logprob_tokens": [ + -5.8778204917907715 + ], + "logprob_reward": -0.002820563269779086, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002820563269779086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05356455594301224, + 0.11279433220624924, + 0.08310677856206894, + 0.039038293063640594, + 0.1530781090259552, + 0.06300138682126999, + 0.028441665694117546, + 0.052684858441352844, + 0.02614540234208107, + 0.38814467191696167 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.002820563269779086 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00672647962346673 + ], + "opposite_logprob_tokens": [ + -5.006726264953613 + ], + "logprob_reward": -0.00672647962346673, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00672647962346673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3083937168121338, + 0.081468865275383, + 0.10261177271604538, + 0.05564489588141441, + 0.10750389844179153, + 0.02466670423746109, + 0.023483630269765854, + 0.03606176748871803, + 0.040386829525232315, + 0.21977786719799042 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.00672647962346673 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418930571526289 + ], + "opposite_logprob_tokens": [ + -4.26418924331665 + ], + "logprob_reward": -0.01418930571526289, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418930571526289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09440488368272781, + 0.04615668207406998, + 0.3044951260089874, + 0.03185109794139862, + 0.034730054438114166, + 0.06792811304330826, + 0.01638544723391533, + 0.03077835775911808, + 0.05357237905263901, + 0.3196977972984314 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.01418930571526289 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029783163219690323 + ], + "opposite_logprob_tokens": [ + -3.529783248901367 + ], + "logprob_reward": -0.029783163219690323, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029783163219690323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06968072801828384, + 0.13940277695655823, + 0.06480668485164642, + 0.05486784875392914, + 0.09998650848865509, + 0.027771348133683205, + 0.037421029061079025, + 0.227046400308609, + 0.057585228234529495, + 0.2214314341545105 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.029783163219690323 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "deeply oppressive close-up, shot with a head-tracking technique, locks the viewer's gaze on the pale face of a massive spider-like queen, a blend of humanoid and arachnid features. Its face is a sickly ivory-white, its skin smooth and cold, hairless. Multiple pairs of compound eyes, gleaming crimson, gaze coldly ahead. Thin, tightly pursed lips are curved in a cruel arc, revealing an ancient, malevolent wisdom. At the edges of her face, the black, knife-sharp joints of her chitinous legs tremble uncontrollably with suppressed murderous intent, their limbs gleaming with a greasy sheen in the dim, cold light filtering from the depths of the cavern. The setting is a vast, gloomy, Lord of the Rings-esque cavern, where thick, sticky, giant spider webs drape like filthy shrouds. A faint white cocoon, enveloping an unknown creature, looms within its blurred outlines. The entire space is permeated with the scent of death and decay. The only clear light source came from the ominous red light emitted by her multiple pairs of compound eyes, which stained her sickly pale face and the sticky spider silk around her with a layer of blood-red reflections, creating a suffocating and tense atmosphere full of predator's patience.", + "seed": 15715, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_13/index_4263_seed_15715_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015709437243640424, + "vlm_logprob": -0.015709437243640424, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.015709437243640424, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013058000477030873 + ], + "opposite_logprob_tokens": [ + -6.87630558013916 + ], + "logprob_reward": -0.0013058000477030873, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0013058000477030873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23636019229888916, + 0.12657301127910614, + 0.08291793614625931, + 0.07497072219848633, + 0.0874297246336937, + 0.051342979073524475, + 0.1751001924276352, + 0.030948301777243614, + 0.08412761241197586, + 0.05022934451699257 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0013058000477030873 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017145470483228564 + ], + "opposite_logprob_tokens": [ + -6.376714706420898 + ], + "logprob_reward": -0.0017145470483228564, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017145470483228564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2903774082660675, + 0.14786295592784882, + 0.07336144149303436, + 0.05568196251988411, + 0.08466978371143341, + 0.06847912073135376, + 0.1413344144821167, + 0.04538154974579811, + 0.061842236667871475, + 0.031009165570139885 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0017145470483228564 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007619721814990044 + ], + "opposite_logprob_tokens": [ + -4.882619857788086 + ], + "logprob_reward": -0.007619721814990044, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007619721814990044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3516296148300171, + 0.1419738382101059, + 0.11344501376152039, + 0.044046442955732346, + 0.0673966184258461, + 0.04339323565363884, + 0.09956523776054382, + 0.0499986968934536, + 0.05003831908106804, + 0.03851290047168732 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.007619721814990044 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038120366632938385 + ], + "opposite_logprob_tokens": [ + -3.2881202697753906 + ], + "logprob_reward": -0.038120366632938385, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038120366632938385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2531522512435913, + 0.13804811239242554, + 0.06015239283442497, + 0.06127546355128288, + 0.09632008522748947, + 0.05895138904452324, + 0.15882690250873566, + 0.07465769350528717, + 0.05209726095199585, + 0.046518467366695404 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.038120366632938385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978675067424774 + ], + "opposite_logprob_tokens": [ + -3.5297868251800537 + ], + "logprob_reward": -0.02978675067424774, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978675067424774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22615163028240204, + 0.0749962255358696, + 0.09263975918292999, + 0.14005735516548157, + 0.07550057023763657, + 0.15007321536540985, + 0.1104949489235878, + 0.05958394333720207, + 0.03150080889463425, + 0.03900155425071716 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.02978675067424774 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "deeply oppressive close-up, shot with a head-tracking technique, locks the viewer's gaze on the pale face of a massive spider-like queen, a blend of humanoid and arachnid features. Its face is a sickly ivory-white, its skin smooth and cold, hairless. Multiple pairs of compound eyes, gleaming crimson, gaze coldly ahead. Thin, tightly pursed lips are curved in a cruel arc, revealing an ancient, malevolent wisdom. At the edges of her face, the black, knife-sharp joints of her chitinous legs tremble uncontrollably with suppressed murderous intent, their limbs gleaming with a greasy sheen in the dim, cold light filtering from the depths of the cavern. The setting is a vast, gloomy, Lord of the Rings-esque cavern, where thick, sticky, giant spider webs drape like filthy shrouds. A faint white cocoon, enveloping an unknown creature, looms within its blurred outlines. The entire space is permeated with the scent of death and decay. The only clear light source came from the ominous red light emitted by her multiple pairs of compound eyes, which stained her sickly pale face and the sticky spider silk around her with a layer of blood-red reflections, creating a suffocating and tense atmosphere full of predator's patience.", + "seed": 15716, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_13/index_4263_seed_15716_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.008130036806687713, + "vlm_logprob": -0.008130036806687713, + "vlm_yes_no_margin": 5.0749999523162845, + "vlm_token_credit": -0.008130036806687713, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002356135519221425 + ], + "opposite_logprob_tokens": [ + -6.127356052398682 + ], + "logprob_reward": -0.002356135519221425, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002356135519221425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11845722049474716, + 0.058627787977457047, + 0.05561913922429085, + 0.13643017411231995, + 0.058388300240039825, + 0.05254339054226875, + 0.3647051751613617, + 0.060721565037965775, + 0.05317965894937515, + 0.04132755845785141 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.002356135519221425 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003616461530327797 + ], + "opposite_logprob_tokens": [ + -5.6286163330078125 + ], + "logprob_reward": -0.003616461530327797, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003616461530327797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07638175040483475, + 0.0164792537689209, + 0.20647881925106049, + 0.08233779668807983, + 0.026510508731007576, + 0.02556655742228031, + 0.2523205876350403, + 0.013834698125720024, + 0.24728699028491974, + 0.05280298367142677 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.003616461530327797 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006728255655616522 + ], + "opposite_logprob_tokens": [ + -5.006728172302246 + ], + "logprob_reward": -0.006728255655616522, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006728255655616522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06510386615991592, + 0.037262048572301865, + 0.036909282207489014, + 0.1498836725950241, + 0.11921922117471695, + 0.04012996330857277, + 0.23006902635097504, + 0.02370869368314743, + 0.22865761816501617, + 0.06905663758516312 + ], + "top_frames": [ + 6, + 8, + 3 + ], + "selected_reward": -0.006728255655616522 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097734984010458 + ], + "opposite_logprob_tokens": [ + -4.6347737312316895 + ], + "logprob_reward": -0.0097734984010458, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097734984010458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09599826484918594, + 0.12442244589328766, + 0.11132393032312393, + 0.05269703269004822, + 0.11975088715553284, + 0.04111678898334503, + 0.16383513808250427, + 0.04191860556602478, + 0.09735555946826935, + 0.15158139169216156 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.0097734984010458 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817583292722702 + ], + "opposite_logprob_tokens": [ + -4.0181756019592285 + ], + "logprob_reward": -0.01817583292722702, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01817583292722702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04198145493865013, + 0.03943276032805443, + 0.18707282841205597, + 0.28086018562316895, + 0.09907834976911545, + 0.047268081456422806, + 0.12647712230682373, + 0.034821365028619766, + 0.12088483572006226, + 0.022122999653220177 + ], + "top_frames": [ + 3, + 2, + 6 + ], + "selected_reward": -0.01817583292722702 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "deeply oppressive close-up, shot with a head-tracking technique, locks the viewer's gaze on the pale face of a massive spider-like queen, a blend of humanoid and arachnid features. Its face is a sickly ivory-white, its skin smooth and cold, hairless. Multiple pairs of compound eyes, gleaming crimson, gaze coldly ahead. Thin, tightly pursed lips are curved in a cruel arc, revealing an ancient, malevolent wisdom. At the edges of her face, the black, knife-sharp joints of her chitinous legs tremble uncontrollably with suppressed murderous intent, their limbs gleaming with a greasy sheen in the dim, cold light filtering from the depths of the cavern. The setting is a vast, gloomy, Lord of the Rings-esque cavern, where thick, sticky, giant spider webs drape like filthy shrouds. A faint white cocoon, enveloping an unknown creature, looms within its blurred outlines. The entire space is permeated with the scent of death and decay. The only clear light source came from the ominous red light emitted by her multiple pairs of compound eyes, which stained her sickly pale face and the sticky spider silk around her with a layer of blood-red reflections, creating a suffocating and tense atmosphere full of predator's patience.", + "seed": 15717, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_13/index_4263_seed_15717_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.015799451782368124, + "vlm_logprob": -0.015799451782368124, + "vlm_yes_no_margin": 5.275, + "vlm_token_credit": -0.015799451782368124, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009268993744626641 + ], + "opposite_logprob_tokens": [ + -7.750926971435547 + ], + "logprob_reward": -0.0009268993744626641, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0009268993744626641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2048671692609787, + 0.10742318630218506, + 0.09020118415355682, + 0.11331064254045486, + 0.1691330373287201, + 0.066376231610775, + 0.05321863293647766, + 0.06818979978561401, + 0.05543949827551842, + 0.07184067368507385 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.0009268993744626641 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015140033792704344 + ], + "opposite_logprob_tokens": [ + -6.501513957977295 + ], + "logprob_reward": -0.0015140033792704344, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015140033792704344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11646910011768341, + 0.10616505891084671, + 0.058359161019325256, + 0.26827293634414673, + 0.09650252759456635, + 0.08737783879041672, + 0.037273284047842026, + 0.15092597901821136, + 0.03614063188433647, + 0.04251352325081825 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.0015140033792704344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004629607778042555 + ], + "opposite_logprob_tokens": [ + -5.379629611968994 + ], + "logprob_reward": -0.004629607778042555, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004629607778042555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15197163820266724, + 0.08058784157037735, + 0.08138331025838852, + 0.1933557689189911, + 0.1769474595785141, + 0.04598107188940048, + 0.029614515602588654, + 0.059411175549030304, + 0.05153312906622887, + 0.1292141228914261 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.004629607778042555 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288773372769356 + ], + "opposite_logprob_tokens": [ + -3.7732887268066406 + ], + "logprob_reward": -0.023288773372769356, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288773372769356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17778658866882324, + 0.05121660605072975, + 0.2158985435962677, + 0.05041798949241638, + 0.12153827399015427, + 0.09524115175008774, + 0.1239728033542633, + 0.08575315028429031, + 0.03383845463395119, + 0.0443364754319191 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.023288773372769356 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive spider-like queen with a blend of humanoid and arachnid features?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the character's face sickly ivory-white, smooth, hairless, with multiple pairs of gleaming crimson compound eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are thin, tightly pursed lips curved in a cruel arc visible on the character's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, gloomy cavern with thick, sticky, giant spider webs draping like filthy shrouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by an ominous red light emitted from the character's eyes, creating blood-red reflections on her face and the spider silk?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863797500729561 + ], + "opposite_logprob_tokens": [ + -3.048637866973877 + ], + "logprob_reward": -0.04863797500729561, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863797500729561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2453404814004898, + 0.12880465388298035, + 0.17091874778270721, + 0.03799618408083916, + 0.07963275909423828, + 0.05060167610645294, + 0.056760527193546295, + 0.04966657608747482, + 0.07541479915380478, + 0.10486361384391785 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.04863797500729561 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_14/index_tensor([1162, 1162])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_14/index_tensor([1162, 1162])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b05cb28dafb441be58ba4041bbd8b112b820a3a0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_14/index_tensor([1162, 1162])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "handheld, panning, tracking shot, starting from a slightly bird's-eye view, focuses on a massive, detailed, dynamic, three-dimensional sand table depicting the Yellow River basin. The camera initially focuses on the towering Qinghai-Tibet Plateau, its mountain folds and relief meticulously rendered digitally. A simulated, murky, yellow-brown stream, laced with tiny, dynamic particles representing silt, surges from its source on the plateau, washing downstream along a meticulously carved river channel. As the current accelerates, an Asian male reporter wearing a dark blue windbreaker and a light gray shirt appears off to the side of the frame. He wears black-framed glasses and a look of intense concentration. He holds a professional-grade camera steady in both hands, leaning slightly forward. With a smooth, steady panning motion, the camera closely tracks the simulated water rushing across the digital terrain. The studio is dimly lit, primarily by the cool glow of the sand table itself. This light illuminates the reporter's profile and the equipment he's manipulating, casting shifting shadows on the dark gray wall behind him. The colors of the entire scene are mainly ochre and green of the sand table and muddy yellow of the water, creating a rigorous style of popular science education that is calm, objective and information-intensive.", + "seed": 13980, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_14/index_1162_seed_13980_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.012271358980797231, + "vlm_logprob": -0.012271358980797231, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.012271358980797231, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013020966202020645 + ], + "opposite_logprob_tokens": [ + -4.513020992279053 + ], + "logprob_reward": -0.013020966202020645, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013020966202020645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26089879870414734, + 0.18418514728546143, + 0.12032435834407806, + 0.05336935445666313, + 0.05556800961494446, + 0.0349389910697937, + 0.06461736559867859, + 0.11835784465074539, + 0.04567427560687065, + 0.0620659664273262 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.013020966202020645 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005955332424491644 + ], + "opposite_logprob_tokens": [ + -5.130955219268799 + ], + "logprob_reward": -0.005955332424491644, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005955332424491644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06697287410497665, + 0.0606812909245491, + 0.04014711454510689, + 0.021161887794733047, + 0.07274163514375687, + 0.06723026186227798, + 0.140803724527359, + 0.17053315043449402, + 0.18467602133750916, + 0.17505203187465668 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.005955332424491644 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370674327015877 + ], + "opposite_logprob_tokens": [ + -3.4087066650390625 + ], + "logprob_reward": -0.03370674327015877, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370674327015877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09352988004684448, + 0.07365845888853073, + 0.04886384308338165, + 0.02230248972773552, + 0.0631875991821289, + 0.031085975468158722, + 0.0819983258843422, + 0.17031295597553253, + 0.30121180415153503, + 0.11384858191013336 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.03370674327015877 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001943010720424354 + ], + "opposite_logprob_tokens": [ + -6.251943111419678 + ], + "logprob_reward": -0.001943010720424354, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001943010720424354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30255457758903503, + 0.222784161567688, + 0.03715061396360397, + 0.029517298564314842, + 0.07640277594327927, + 0.04281655699014664, + 0.07436634600162506, + 0.07203207165002823, + 0.0646902397274971, + 0.07768530398607254 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.001943010720424354 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006730742286890745 + ], + "opposite_logprob_tokens": [ + -5.006730556488037 + ], + "logprob_reward": -0.006730742286890745, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006730742286890745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14114710688591003, + 0.04927894473075867, + 0.07237091660499573, + 0.0731610357761383, + 0.09376239776611328, + 0.12819352746009827, + 0.1376063972711563, + 0.17341867089271545, + 0.08045696467161179, + 0.05060403794050217 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.006730742286890745 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld, panning, tracking shot, starting from a slightly bird's-eye view, focuses on a massive, detailed, dynamic, three-dimensional sand table depicting the Yellow River basin. The camera initially focuses on the towering Qinghai-Tibet Plateau, its mountain folds and relief meticulously rendered digitally. A simulated, murky, yellow-brown stream, laced with tiny, dynamic particles representing silt, surges from its source on the plateau, washing downstream along a meticulously carved river channel. As the current accelerates, an Asian male reporter wearing a dark blue windbreaker and a light gray shirt appears off to the side of the frame. He wears black-framed glasses and a look of intense concentration. He holds a professional-grade camera steady in both hands, leaning slightly forward. With a smooth, steady panning motion, the camera closely tracks the simulated water rushing across the digital terrain. The studio is dimly lit, primarily by the cool glow of the sand table itself. This light illuminates the reporter's profile and the equipment he's manipulating, casting shifting shadows on the dark gray wall behind him. The colors of the entire scene are mainly ochre and green of the sand table and muddy yellow of the water, creating a rigorous style of popular science education that is calm, objective and information-intensive.", + "seed": 13981, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_14/index_1162_seed_13981_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02716134211514145, + "vlm_logprob": -0.02716134211514145, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.02716134211514145, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06352183222770691 + ], + "opposite_logprob_tokens": [ + -2.8135218620300293 + ], + "logprob_reward": -0.06352183222770691, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06352183222770691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14984636008739471, + 0.09302912652492523, + 0.12613750994205475, + 0.17797601222991943, + 0.06990063935518265, + 0.04792574420571327, + 0.05116265267133713, + 0.049606967717409134, + 0.11092721670866013, + 0.12348777800798416 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.06352183222770691 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644777350127697 + ], + "opposite_logprob_tokens": [ + -4.7586445808410645 + ], + "logprob_reward": -0.008644777350127697, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644777350127697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12055022269487381, + 0.0715772733092308, + 0.03815078362822533, + 0.035034120082855225, + 0.08275366574525833, + 0.019298309460282326, + 0.06552563607692719, + 0.05448252335190773, + 0.28741493821144104, + 0.22521258890628815 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.008644777350127697 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496907979249954 + ], + "opposite_logprob_tokens": [ + -2.929969072341919 + ], + "logprob_reward": -0.05496907979249954, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496907979249954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10988092422485352, + 0.04414016753435135, + 0.05538719519972801, + 0.19617660343647003, + 0.14584821462631226, + 0.04136304184794426, + 0.04455152526497841, + 0.09974734485149384, + 0.15355585515499115, + 0.10934913158416748 + ], + "top_frames": [ + 3, + 8, + 4 + ], + "selected_reward": -0.05496907979249954 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019412260735407472 + ], + "opposite_logprob_tokens": [ + -6.251941204071045 + ], + "logprob_reward": -0.0019412260735407472, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019412260735407472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15246206521987915, + 0.04869694635272026, + 0.049269601702690125, + 0.43438634276390076, + 0.05383366346359253, + 0.03484430909156799, + 0.026963897049427032, + 0.06488028168678284, + 0.055475711822509766, + 0.07918718457221985 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.0019412260735407472 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729795131832361 + ], + "opposite_logprob_tokens": [ + -5.006729602813721 + ], + "logprob_reward": -0.006729795131832361, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729795131832361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11102693527936935, + 0.11894335597753525, + 0.09385441988706589, + 0.10496199131011963, + 0.2504640519618988, + 0.040971484035253525, + 0.07327244430780411, + 0.050819966942071915, + 0.08620375394821167, + 0.06948158890008926 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.006729795131832361 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld, panning, tracking shot, starting from a slightly bird's-eye view, focuses on a massive, detailed, dynamic, three-dimensional sand table depicting the Yellow River basin. The camera initially focuses on the towering Qinghai-Tibet Plateau, its mountain folds and relief meticulously rendered digitally. A simulated, murky, yellow-brown stream, laced with tiny, dynamic particles representing silt, surges from its source on the plateau, washing downstream along a meticulously carved river channel. As the current accelerates, an Asian male reporter wearing a dark blue windbreaker and a light gray shirt appears off to the side of the frame. He wears black-framed glasses and a look of intense concentration. He holds a professional-grade camera steady in both hands, leaning slightly forward. With a smooth, steady panning motion, the camera closely tracks the simulated water rushing across the digital terrain. The studio is dimly lit, primarily by the cool glow of the sand table itself. This light illuminates the reporter's profile and the equipment he's manipulating, casting shifting shadows on the dark gray wall behind him. The colors of the entire scene are mainly ochre and green of the sand table and muddy yellow of the water, creating a rigorous style of popular science education that is calm, objective and information-intensive.", + "seed": 13982, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_14/index_1162_seed_13982_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05349916005507112, + "vlm_logprob": -0.05349916005507112, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.05349916005507112, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22870780527591705 + ], + "opposite_logprob_tokens": [ + -1.6037077903747559 + ], + "logprob_reward": -0.22870780527591705, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22870780527591705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19375596940517426, + 0.02980049140751362, + 0.04274781420826912, + 0.12298969179391861, + 0.30566731095314026, + 0.14448827505111694, + 0.02300528809428215, + 0.029874905943870544, + 0.07151978462934494, + 0.03615042567253113 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.22870780527591705 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646431379020214 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.008646431379020214, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646431379020214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06216542422771454, + 0.029234759509563446, + 0.014664829708635807, + 0.04718124493956566, + 0.4212368130683899, + 0.22401337325572968, + 0.030058812350034714, + 0.01930462382733822, + 0.05305660143494606, + 0.09908358007669449 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.008646431379020214 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058989740908146 + ], + "opposite_logprob_tokens": [ + -3.895589828491211 + ], + "logprob_reward": -0.02058989740908146, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058989740908146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04361148923635483, + 0.02280895598232746, + 0.018000194802880287, + 0.01132361963391304, + 0.4474274814128876, + 0.1112077608704567, + 0.034656889736652374, + 0.014863100834190845, + 0.056272804737091064, + 0.2398277074098587 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.02058989740908146 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00282187107950449 + ], + "opposite_logprob_tokens": [ + -5.877821922302246 + ], + "logprob_reward": -0.00282187107950449, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00282187107950449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17143838107585907, + 0.05009165406227112, + 0.0634993314743042, + 0.04544492065906525, + 0.3158189058303833, + 0.19022080302238464, + 0.03571438044309616, + 0.01820247992873192, + 0.05287383869290352, + 0.056695207953453064 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.00282187107950449 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729795131832361 + ], + "opposite_logprob_tokens": [ + -5.006729602813721 + ], + "logprob_reward": -0.006729795131832361, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729795131832361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3569047451019287, + 0.03951002657413483, + 0.029855972155928612, + 0.0438472256064415, + 0.1308913230895996, + 0.12489931285381317, + 0.10111147910356522, + 0.04945506155490875, + 0.0756181925535202, + 0.047906674444675446 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.006729795131832361 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "handheld, panning, tracking shot, starting from a slightly bird's-eye view, focuses on a massive, detailed, dynamic, three-dimensional sand table depicting the Yellow River basin. The camera initially focuses on the towering Qinghai-Tibet Plateau, its mountain folds and relief meticulously rendered digitally. A simulated, murky, yellow-brown stream, laced with tiny, dynamic particles representing silt, surges from its source on the plateau, washing downstream along a meticulously carved river channel. As the current accelerates, an Asian male reporter wearing a dark blue windbreaker and a light gray shirt appears off to the side of the frame. He wears black-framed glasses and a look of intense concentration. He holds a professional-grade camera steady in both hands, leaning slightly forward. With a smooth, steady panning motion, the camera closely tracks the simulated water rushing across the digital terrain. The studio is dimly lit, primarily by the cool glow of the sand table itself. This light illuminates the reporter's profile and the equipment he's manipulating, casting shifting shadows on the dark gray wall behind him. The colors of the entire scene are mainly ochre and green of the sand table and muddy yellow of the water, creating a rigorous style of popular science education that is calm, objective and information-intensive.", + "seed": 13983, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_14/index_1162_seed_13983_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026682669017463922, + "vlm_logprob": -0.026682669017463922, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.026682669017463922, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09145176410675049 + ], + "opposite_logprob_tokens": [ + -2.466451644897461 + ], + "logprob_reward": -0.09145176410675049, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09145176410675049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15032711625099182, + 0.11461857706308365, + 0.02638882026076317, + 0.02584058605134487, + 0.053476180881261826, + 0.07081549614667892, + 0.07470531761646271, + 0.33688098192214966, + 0.1106165423989296, + 0.03633039817214012 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.09145176410675049 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052612656727433205 + ], + "opposite_logprob_tokens": [ + -5.255261421203613 + ], + "logprob_reward": -0.0052612656727433205, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052612656727433205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0634138435125351, + 0.032351892441511154, + 0.025332951918244362, + 0.044637419283390045, + 0.11951733380556107, + 0.05496266484260559, + 0.07523058354854584, + 0.10919535905122757, + 0.24402472376823425, + 0.23133322596549988 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.0052612656727433205 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353277266025543 + ], + "opposite_logprob_tokens": [ + -3.651353359222412 + ], + "logprob_reward": -0.026353277266025543, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353277266025543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05829477310180664, + 0.03016548790037632, + 0.01280659344047308, + 0.0306774340569973, + 0.018774069845676422, + 0.021766219288110733, + 0.05297097563743591, + 0.25613394379615784, + 0.2722930610179901, + 0.24611738324165344 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.026353277266025543 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001715261023491621 + ], + "opposite_logprob_tokens": [ + -6.376715183258057 + ], + "logprob_reward": -0.001715261023491621, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001715261023491621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1362297087907791, + 0.11338864266872406, + 0.02808985859155655, + 0.07856970280408859, + 0.07409525662660599, + 0.046213824301958084, + 0.08241932839155197, + 0.18545971810817719, + 0.19162540137767792, + 0.06390853226184845 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.001715261023491621 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive, detailed, three-dimensional sand table depicting the Yellow River basin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an Asian male reporter wearing a dark blue windbreaker and a light gray shirt visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the reporter holding a professional-grade camera steady in both hands while leaning slightly forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the simulated water appear murky, yellow-brown, and laced with tiny dynamic particles representing silt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, steady panning motion starting from a slightly bird's-eye view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863177701830864 + ], + "opposite_logprob_tokens": [ + -4.758631706237793 + ], + "logprob_reward": -0.00863177701830864, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863177701830864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07699457556009293, + 0.03772047162055969, + 0.04768752306699753, + 0.09824460744857788, + 0.06867484748363495, + 0.0692991390824318, + 0.12386398762464523, + 0.2648201286792755, + 0.1657227724790573, + 0.04697186127305031 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.00863177701830864 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_15/index_tensor([5385, 5385])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_15/index_tensor([5385, 5385])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d7ef71682f167a3cf915cbf38638a03014723905 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_15/index_tensor([5385, 5385])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a close-up shot from an extremely low angle, captured in Ansel Adams' signature, extreme black-and-white style. Deep blacks contrast dramatically with dazzling whites, interspersed with rich gray tones. The camera tilts upward with a steady, slow rhythm, initially focusing on clusters of Alstonia roots emerging from the ground. They push through the moist, fertile black soil, with clumps of earth and broken grass roots scattered around. As the camera slowly moves upward, the image reveals their straight, slender stems. Their nearly pure white stems stand out against the gloom, their delicate longitudinal fibers visible in exquisite clarity. A gently rising, swirling mist forms a soft halo around the stems. Finally, the camera stops on their conical, pointed caps, perfectly capturing the carved, clear radial texture on the cap surface and the sharp dividing line between the edge of the cap and the gills below. The whole scene reveals a solemn and tenacious vitality in silence, like a naturalistic print full of dramatic tension.", + "seed": 11078, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_15/index_5385_seed_11078_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05951666086912155, + "vlm_logprob": -0.05951666086912155, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.05951666086912155, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14482955634593964 + ], + "opposite_logprob_tokens": [ + -2.019829511642456 + ], + "logprob_reward": -0.14482955634593964, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14482955634593964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15620966255664825, + 0.10554016381502151, + 0.060369882732629776, + 0.05282459035515785, + 0.08319433033466339, + 0.13566991686820984, + 0.0650264099240303, + 0.05680150166153908, + 0.17838406562805176, + 0.1059795543551445 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.14482955634593964 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205299124121666 + ], + "opposite_logprob_tokens": [ + -2.8120529651641846 + ], + "logprob_reward": -0.06205299124121666, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205299124121666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2138923704624176, + 0.05034876614809036, + 0.1211179792881012, + 0.040463220328092575, + 0.20060224831104279, + 0.10638608783483505, + 0.04481281712651253, + 0.025436807423830032, + 0.08824409544467926, + 0.10869559645652771 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.06205299124121666 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633799687027931 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633799687027931, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633799687027931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09737635403871536, + 0.08048542588949203, + 0.05562412738800049, + 0.027729783207178116, + 0.1730114072561264, + 0.033646419644355774, + 0.04743429273366928, + 0.04494332894682884, + 0.2223861962556839, + 0.217362642288208 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.007633799687027931 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040965694934129715 + ], + "opposite_logprob_tokens": [ + -5.504096508026123 + ], + "logprob_reward": -0.0040965694934129715, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040965694934129715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11709409952163696, + 0.05878858268260956, + 0.07212661951780319, + 0.03627878427505493, + 0.12369869649410248, + 0.06318911164999008, + 0.04069046303629875, + 0.07899440079927444, + 0.16277945041656494, + 0.24635976552963257 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.0040965694934129715 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897038757801056 + ], + "opposite_logprob_tokens": [ + -2.578970432281494 + ], + "logprob_reward": -0.07897038757801056, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897038757801056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10355775058269501, + 0.031785998493433, + 0.053735002875328064, + 0.02729937620460987, + 0.03516075387597084, + 0.08589307963848114, + 0.041463010013103485, + 0.057441744953393936, + 0.3806106746196747, + 0.18305261433124542 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.07897038757801056 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a close-up shot from an extremely low angle, captured in Ansel Adams' signature, extreme black-and-white style. Deep blacks contrast dramatically with dazzling whites, interspersed with rich gray tones. The camera tilts upward with a steady, slow rhythm, initially focusing on clusters of Alstonia roots emerging from the ground. They push through the moist, fertile black soil, with clumps of earth and broken grass roots scattered around. As the camera slowly moves upward, the image reveals their straight, slender stems. Their nearly pure white stems stand out against the gloom, their delicate longitudinal fibers visible in exquisite clarity. A gently rising, swirling mist forms a soft halo around the stems. Finally, the camera stops on their conical, pointed caps, perfectly capturing the carved, clear radial texture on the cap surface and the sharp dividing line between the edge of the cap and the gills below. The whole scene reveals a solemn and tenacious vitality in silence, like a naturalistic print full of dramatic tension.", + "seed": 11079, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_15/index_5385_seed_11079_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015789442462846637, + "vlm_logprob": -0.015789442462846637, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.015789442462846637, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009978411719202995 + ], + "opposite_logprob_tokens": [ + -4.759978294372559 + ], + "logprob_reward": -0.009978411719202995, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009978411719202995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31033140420913696, + 0.12934240698814392, + 0.12403947114944458, + 0.021008864045143127, + 0.021378999575972557, + 0.04274306073784828, + 0.16944977641105652, + 0.03800111263990402, + 0.11655229330062866, + 0.027152612805366516 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.009978411719202995 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347821578383446 + ], + "opposite_logprob_tokens": [ + -3.6513478755950928 + ], + "logprob_reward": -0.026347821578383446, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347821578383446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038239188492298126, + 0.07479491829872131, + 0.009215776808559895, + 0.009416204877197742, + 0.01800253428518772, + 0.02389746531844139, + 0.7744278311729431, + 0.027274642139673233, + 0.010220357216894627, + 0.014511042274534702 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.026347821578383446 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017158561386168003 + ], + "opposite_logprob_tokens": [ + -6.376715660095215 + ], + "logprob_reward": -0.0017158561386168003, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017158561386168003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03903203457593918, + 0.05881795659661293, + 0.016831964254379272, + 0.01961367018520832, + 0.04199773818254471, + 0.036019135266542435, + 0.5573716163635254, + 0.12249618023633957, + 0.05703536421060562, + 0.05078432336449623 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.0017158561386168003 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028204445261508226 + ], + "opposite_logprob_tokens": [ + -5.8778204917907715 + ], + "logprob_reward": -0.0028204445261508226, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028204445261508226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06903018802404404, + 0.050427865236997604, + 0.0075024450197815895, + 0.012600130401551723, + 0.00888264924287796, + 0.021248813718557358, + 0.7797555327415466, + 0.00915087852627039, + 0.030237901955842972, + 0.011163584887981415 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.0028204445261508226 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808467835187912 + ], + "opposite_logprob_tokens": [ + -3.2880847454071045 + ], + "logprob_reward": -0.03808467835187912, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808467835187912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024045772850513458, + 0.00556549709290266, + 0.003134585451334715, + 0.004125474952161312, + 0.004134753253310919, + 0.0049528940580785275, + 0.9109121561050415, + 0.019200904294848442, + 0.012653950601816177, + 0.011274018324911594 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.03808467835187912 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a close-up shot from an extremely low angle, captured in Ansel Adams' signature, extreme black-and-white style. Deep blacks contrast dramatically with dazzling whites, interspersed with rich gray tones. The camera tilts upward with a steady, slow rhythm, initially focusing on clusters of Alstonia roots emerging from the ground. They push through the moist, fertile black soil, with clumps of earth and broken grass roots scattered around. As the camera slowly moves upward, the image reveals their straight, slender stems. Their nearly pure white stems stand out against the gloom, their delicate longitudinal fibers visible in exquisite clarity. A gently rising, swirling mist forms a soft halo around the stems. Finally, the camera stops on their conical, pointed caps, perfectly capturing the carved, clear radial texture on the cap surface and the sharp dividing line between the edge of the cap and the gills below. The whole scene reveals a solemn and tenacious vitality in silence, like a naturalistic print full of dramatic tension.", + "seed": 11080, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_15/index_5385_seed_11080_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08866859683766962, + "vlm_logprob": -0.08866859683766962, + "vlm_yes_no_margin": 3.4750000119209288, + "vlm_token_credit": -0.08866859683766962, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023393819108605385 + ], + "opposite_logprob_tokens": [ + -3.8983938694000244 + ], + "logprob_reward": -0.023393819108605385, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023393819108605385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11288633197546005, + 0.1954410970211029, + 0.04890752211213112, + 0.03555023670196533, + 0.18244127929210663, + 0.03708594664931297, + 0.1732824146747589, + 0.10875783115625381, + 0.07767341285943985, + 0.027973966673016548 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.023393819108605385 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496964231133461 + ], + "opposite_logprob_tokens": [ + -2.929969549179077 + ], + "logprob_reward": -0.05496964231133461, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496964231133461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10745400190353394, + 0.09776131063699722, + 0.04289042204618454, + 0.020854132249951363, + 0.05405101925134659, + 0.04357320815324783, + 0.3455964922904968, + 0.09697839617729187, + 0.1466110646724701, + 0.04422994703054428 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.05496964231133461 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011084291152656078 + ], + "opposite_logprob_tokens": [ + -4.511084079742432 + ], + "logprob_reward": -0.011084291152656078, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011084291152656078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07433132827281952, + 0.2553417682647705, + 0.051648590713739395, + 0.022252120077610016, + 0.044533129781484604, + 0.06410328298807144, + 0.25061413645744324, + 0.11456973105669022, + 0.06926091015338898, + 0.05334503948688507 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.011084291152656078 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257233511656523 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257233511656523, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257233511656523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07170426845550537, + 0.26627564430236816, + 0.02710929699242115, + 0.03097473457455635, + 0.044567860662937164, + 0.11105029284954071, + 0.1670808345079422, + 0.10993266105651855, + 0.07391858100891113, + 0.09738574922084808 + ], + "top_frames": [ + 1, + 6, + 5 + ], + "selected_reward": -0.005257233511656523 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34863799810409546 + ], + "opposite_logprob_tokens": [ + -1.2236380577087402 + ], + "logprob_reward": -0.34863799810409546, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.34863799810409546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051196642220020294, + 0.024642447009682655, + 0.021099822595715523, + 0.05064785107970238, + 0.06034490093588829, + 0.15009409189224243, + 0.2094237506389618, + 0.0977630540728569, + 0.19307154417037964, + 0.1417158842086792 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.34863799810409546 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a close-up shot from an extremely low angle, captured in Ansel Adams' signature, extreme black-and-white style. Deep blacks contrast dramatically with dazzling whites, interspersed with rich gray tones. The camera tilts upward with a steady, slow rhythm, initially focusing on clusters of Alstonia roots emerging from the ground. They push through the moist, fertile black soil, with clumps of earth and broken grass roots scattered around. As the camera slowly moves upward, the image reveals their straight, slender stems. Their nearly pure white stems stand out against the gloom, their delicate longitudinal fibers visible in exquisite clarity. A gently rising, swirling mist forms a soft halo around the stems. Finally, the camera stops on their conical, pointed caps, perfectly capturing the carved, clear radial texture on the cap surface and the sharp dividing line between the edge of the cap and the gills below. The whole scene reveals a solemn and tenacious vitality in silence, like a naturalistic print full of dramatic tension.", + "seed": 11081, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_15/index_5385_seed_11081_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023207389283925295, + "vlm_logprob": -0.023207389283925295, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.023207389283925295, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013727660290896893 + ], + "opposite_logprob_tokens": [ + -4.38872766494751 + ], + "logprob_reward": -0.013727660290896893, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013727660290896893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16257226467132568, + 0.025262141600251198, + 0.022209061309695244, + 0.02618657611310482, + 0.03612416237592697, + 0.009018469601869583, + 0.5878589153289795, + 0.08133240044116974, + 0.016193144023418427, + 0.03324287012219429 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.013727660290896893 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865841194987297 + ], + "opposite_logprob_tokens": [ + -3.0486583709716797 + ], + "logprob_reward": -0.04865841194987297, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865841194987297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1410169154405594, + 0.0468716137111187, + 0.027555834501981735, + 0.053003501147031784, + 0.024047154933214188, + 0.014570808038115501, + 0.5787328481674194, + 0.06819237023591995, + 0.016021981835365295, + 0.029986931011080742 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.04865841194987297 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956043489277363 + ], + "opposite_logprob_tokens": [ + -5.130956172943115 + ], + "logprob_reward": -0.005956043489277363, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956043489277363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08302921801805496, + 0.046080105006694794, + 0.019351504743099213, + 0.016399268060922623, + 0.013680911622941494, + 0.019125794991850853, + 0.6861865520477295, + 0.07247699797153473, + 0.017418598756194115, + 0.02625102363526821 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.005956043489277363 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046386257745325565 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.0046386257745325565, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046386257745325565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051687899976968765, + 0.0324256494641304, + 0.03686762973666191, + 0.062304940074682236, + 0.013120457530021667, + 0.0174946840852499, + 0.49513164162635803, + 0.19241683185100555, + 0.0510360524058342, + 0.047514185309410095 + ], + "top_frames": [ + 6, + 7, + 3 + ], + "selected_reward": -0.0046386257745325565 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video presented in extreme black-and-white with deep blacks, dazzling whites, and rich gray tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video begin with a close-up shot from an extremely low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt upward with a steady, slow rhythm to reveal Alstonia roots and stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the stems nearly pure white with visible longitudinal fibers against a background of moist black soil and broken grass roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a clear view of the conical caps showing carved radial texture and the dividing line to the gills?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305620491504669 + ], + "opposite_logprob_tokens": [ + -3.1680562496185303 + ], + "logprob_reward": -0.04305620491504669, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305620491504669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06982818245887756, + 0.014462791383266449, + 0.016975602135062218, + 0.03732290491461754, + 0.01182763185352087, + 0.007519799750298262, + 0.6575640439987183, + 0.035386521369218826, + 0.05030402913689613, + 0.09880851954221725 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.04305620491504669 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_2/index_tensor([4630, 4630])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_2/index_tensor([4630, 4630])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..15e1c927eea9b47715845a309092222704c5e66d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_2/index_tensor([4630, 4630])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle close-up shot from the passenger seat, the frame vibrating subtly as the vehicle drives by. A hand grips the black leather steering wheel with a spasmodic grip, its knuckles white from excessive strain, and veins bulging on the back of the hand, hinting at immense inner pressure. Between the hand and the steering wheel lies a crumpled medical document, its creases sharply defined by the light, its blurred printouts and diagrams barely visible. The car is speeding down a deserted two-lane tarmac highway. Through the dusty windshield, the dotted yellow line in the center of the road can be seen rapidly passing behind it, with endless wilderness on either side, a golden-brown twilight hue. The low setting sun shines in from the left side of the picture, and the dazzling light casts long, sharp shadows in the car, vividly depicting the texture details of the hands, documents and steering wheel. The whole scene is shrouded in a warm and heavy golden halo, creating a strong atmosphere of oppressive urgency, desperate despair and silent sadness.", + "seed": 15329, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_2/index_4630_seed_15329_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10700873658061028, + "vlm_logprob": -0.10700873658061028, + "vlm_yes_no_margin": 2.524999976158142, + "vlm_token_credit": -0.10700873658061028, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09207874536514282 + ], + "opposite_logprob_tokens": [ + -2.467078685760498 + ], + "logprob_reward": -0.09207874536514282, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09207874536514282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4506101906299591, + 0.02844301052391529, + 0.01808706484735012, + 0.017021283507347107, + 0.04451771453022957, + 0.19427524507045746, + 0.021401727572083473, + 0.05959321931004524, + 0.04430485889315605, + 0.12174572050571442 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.09207874536514282 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2522179186344147 + ], + "opposite_logprob_tokens": [ + -1.5022178888320923 + ], + "logprob_reward": -0.2522179186344147, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2522179186344147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14920544624328613, + 0.10667938739061356, + 0.05513066425919533, + 0.03423091024160385, + 0.0694693997502327, + 0.14544281363487244, + 0.05537530779838562, + 0.17688067257404327, + 0.057213567197322845, + 0.15037180483341217 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.2522179186344147 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708984315395355 + ], + "opposite_logprob_tokens": [ + -2.127089738845825 + ], + "logprob_reward": -0.12708984315395355, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12708984315395355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.353652685880661, + 0.06884452700614929, + 0.06130151078104973, + 0.026647454127669334, + 0.02964245155453682, + 0.2845117151737213, + 0.03240662068128586, + 0.05979576334357262, + 0.020361896604299545, + 0.06283534318208694 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.12708984315395355 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589664578437805 + ], + "opposite_logprob_tokens": [ + -3.895589590072632 + ], + "logprob_reward": -0.020589664578437805, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589664578437805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039511024951934814, + 0.026821667328476906, + 0.016526611521840096, + 0.01025001984089613, + 0.032270777970552444, + 0.7855257391929626, + 0.01720999740064144, + 0.008629578165709972, + 0.030760128051042557, + 0.03249439597129822 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.020589664578437805 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043067511171102524 + ], + "opposite_logprob_tokens": [ + -3.168067455291748 + ], + "logprob_reward": -0.043067511171102524, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043067511171102524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4949318468570709, + 0.021664731204509735, + 0.008654162287712097, + 0.013275913894176483, + 0.0540509968996048, + 0.27514395117759705, + 0.015030115842819214, + 0.016143737360835075, + 0.008775015361607075, + 0.09232953190803528 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.043067511171102524 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up shot from the passenger seat, the frame vibrating subtly as the vehicle drives by. A hand grips the black leather steering wheel with a spasmodic grip, its knuckles white from excessive strain, and veins bulging on the back of the hand, hinting at immense inner pressure. Between the hand and the steering wheel lies a crumpled medical document, its creases sharply defined by the light, its blurred printouts and diagrams barely visible. The car is speeding down a deserted two-lane tarmac highway. Through the dusty windshield, the dotted yellow line in the center of the road can be seen rapidly passing behind it, with endless wilderness on either side, a golden-brown twilight hue. The low setting sun shines in from the left side of the picture, and the dazzling light casts long, sharp shadows in the car, vividly depicting the texture details of the hands, documents and steering wheel. The whole scene is shrouded in a warm and heavy golden halo, creating a strong atmosphere of oppressive urgency, desperate despair and silent sadness.", + "seed": 15330, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_2/index_4630_seed_15330_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1597668807953596, + "vlm_logprob": -0.1597668807953596, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.1597668807953596, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18353083729743958 + ], + "opposite_logprob_tokens": [ + -1.8085308074951172 + ], + "logprob_reward": -0.18353083729743958, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18353083729743958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07391878217458725, + 0.04079852253198624, + 0.13482874631881714, + 0.03473512455821037, + 0.022940566763281822, + 0.6274116635322571, + 0.03373255580663681, + 0.005911237094551325, + 0.005996950436383486, + 0.01972586289048195 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.18353083729743958 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03375077247619629 + ], + "opposite_logprob_tokens": [ + -3.4087507724761963 + ], + "logprob_reward": -0.03375077247619629, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03375077247619629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1369817703962326, + 0.13625194132328033, + 0.10139644145965576, + 0.17457245290279388, + 0.07059954106807709, + 0.18218854069709778, + 0.13029761612415314, + 0.02238789200782776, + 0.017607826739549637, + 0.027715986594557762 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.03375077247619629 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906280249357224 + ], + "opposite_logprob_tokens": [ + -2.4640626907348633 + ], + "logprob_reward": -0.08906280249357224, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906280249357224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15521150827407837, + 0.11636204272508621, + 0.04937983676791191, + 0.07385707646608353, + 0.1560058295726776, + 0.21422165632247925, + 0.1557876467704773, + 0.020774073898792267, + 0.02083386480808258, + 0.037566445767879486 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.08906280249357224 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191752955317497 + ], + "opposite_logprob_tokens": [ + -4.018191814422607 + ], + "logprob_reward": -0.018191752955317497, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018191752955317497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09519714117050171, + 0.07188157737255096, + 0.5005601644515991, + 0.05541171878576279, + 0.12308654934167862, + 0.044426556676626205, + 0.050637707114219666, + 0.008940673433244228, + 0.037941109389066696, + 0.011916795745491982 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.018191752955317497 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47429823875427246 + ], + "opposite_logprob_tokens": [ + -0.9742982387542725 + ], + "logprob_reward": -0.47429823875427246, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47429823875427246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35189467668533325, + 0.07200593501329422, + 0.23033025860786438, + 0.03214244171977043, + 0.01869664527475834, + 0.08446947485208511, + 0.0515872985124588, + 0.041431527584791183, + 0.09865695238113403, + 0.01878487318754196 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.47429823875427246 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up shot from the passenger seat, the frame vibrating subtly as the vehicle drives by. A hand grips the black leather steering wheel with a spasmodic grip, its knuckles white from excessive strain, and veins bulging on the back of the hand, hinting at immense inner pressure. Between the hand and the steering wheel lies a crumpled medical document, its creases sharply defined by the light, its blurred printouts and diagrams barely visible. The car is speeding down a deserted two-lane tarmac highway. Through the dusty windshield, the dotted yellow line in the center of the road can be seen rapidly passing behind it, with endless wilderness on either side, a golden-brown twilight hue. The low setting sun shines in from the left side of the picture, and the dazzling light casts long, sharp shadows in the car, vividly depicting the texture details of the hands, documents and steering wheel. The whole scene is shrouded in a warm and heavy golden halo, creating a strong atmosphere of oppressive urgency, desperate despair and silent sadness.", + "seed": 15331, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_2/index_4630_seed_15331_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07300578206777572, + "vlm_logprob": -0.07300578206777572, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.07300578206777572, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0824466347694397 + ], + "opposite_logprob_tokens": [ + -2.582446575164795 + ], + "logprob_reward": -0.0824466347694397, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0824466347694397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09501180052757263, + 0.05860166624188423, + 0.2247728854417801, + 0.24217559397220612, + 0.00970450509339571, + 0.04037931188941002, + 0.0517546683549881, + 0.03527604788541794, + 0.20105163753032684, + 0.04127187281847 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.0824466347694397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06211965158581734 + ], + "opposite_logprob_tokens": [ + -2.812119722366333 + ], + "logprob_reward": -0.06211965158581734, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06211965158581734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17720595002174377, + 0.030155183747410774, + 0.1744518280029297, + 0.13248932361602783, + 0.024551404640078545, + 0.014214047230780125, + 0.06500273942947388, + 0.02957940101623535, + 0.20361106097698212, + 0.1487390249967575 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.06211965158581734 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16040688753128052 + ], + "opposite_logprob_tokens": [ + -1.9104068279266357 + ], + "logprob_reward": -0.16040688753128052, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16040688753128052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25331178307533264, + 0.04655671864748001, + 0.1677677482366562, + 0.09098856896162033, + 0.02507326751947403, + 0.033501096069812775, + 0.07185298204421997, + 0.06068534404039383, + 0.17205239832401276, + 0.07821003347635269 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.16040688753128052 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370547667145729 + ], + "opposite_logprob_tokens": [ + -3.408705472946167 + ], + "logprob_reward": -0.03370547667145729, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370547667145729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1774580478668213, + 0.08555503934621811, + 0.16985595226287842, + 0.1582721620798111, + 0.02797747403383255, + 0.04070389270782471, + 0.16815313696861267, + 0.026161501184105873, + 0.10833153128623962, + 0.03753115236759186 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.03370547667145729 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635025978088379 + ], + "opposite_logprob_tokens": [ + -3.651350259780884 + ], + "logprob_reward": -0.02635025978088379, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635025978088379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2181018739938736, + 0.08241888135671616, + 0.261628657579422, + 0.15568801760673523, + 0.013970142230391502, + 0.04156714305281639, + 0.041430357843637466, + 0.10277492552995682, + 0.04436171427369118, + 0.03805829957127571 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.02635025978088379 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up shot from the passenger seat, the frame vibrating subtly as the vehicle drives by. A hand grips the black leather steering wheel with a spasmodic grip, its knuckles white from excessive strain, and veins bulging on the back of the hand, hinting at immense inner pressure. Between the hand and the steering wheel lies a crumpled medical document, its creases sharply defined by the light, its blurred printouts and diagrams barely visible. The car is speeding down a deserted two-lane tarmac highway. Through the dusty windshield, the dotted yellow line in the center of the road can be seen rapidly passing behind it, with endless wilderness on either side, a golden-brown twilight hue. The low setting sun shines in from the left side of the picture, and the dazzling light casts long, sharp shadows in the car, vividly depicting the texture details of the hands, documents and steering wheel. The whole scene is shrouded in a warm and heavy golden halo, creating a strong atmosphere of oppressive urgency, desperate despair and silent sadness.", + "seed": 15332, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_2/index_4630_seed_15332_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.22509249560534955, + "vlm_logprob": -0.22509249560534955, + "vlm_yes_no_margin": 1.825, + "vlm_token_credit": -0.22509249560534955, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1824326515197754 + ], + "opposite_logprob_tokens": [ + -1.8074326515197754 + ], + "logprob_reward": -0.1824326515197754, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1824326515197754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24922771751880646, + 0.2881278693675995, + 0.14382711052894592, + 0.06322837620973587, + 0.057902704924345016, + 0.036573342978954315, + 0.04609977453947067, + 0.05624515190720558, + 0.025814872235059738, + 0.03295309469103813 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.1824326515197754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6329330205917358 + ], + "opposite_logprob_tokens": [ + -0.7579330205917358 + ], + "logprob_reward": -0.6329330205917358, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6329330205917358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16441695392131805, + 0.4042752683162689, + 0.13245368003845215, + 0.08025295287370682, + 0.039652954787015915, + 0.036853983998298645, + 0.036081183701753616, + 0.0601278655230999, + 0.029820777475833893, + 0.01606433279812336 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.6329330205917358 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17995746433734894 + ], + "opposite_logprob_tokens": [ + -1.8049575090408325 + ], + "logprob_reward": -0.17995746433734894, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17995746433734894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46790316700935364, + 0.3540087342262268, + 0.049123045057058334, + 0.01909162662923336, + 0.028200171887874603, + 0.02490336447954178, + 0.010484552010893822, + 0.026591578498482704, + 0.009674129076302052, + 0.01001966092735529 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.17995746433734894 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981683425605297 + ], + "opposite_logprob_tokens": [ + -3.5298168659210205 + ], + "logprob_reward": -0.02981683425605297, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981683425605297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1514997035264969, + 0.3241008222103119, + 0.3211992681026459, + 0.0269902516156435, + 0.01938234269618988, + 0.051655855029821396, + 0.042535167187452316, + 0.03477444127202034, + 0.009359835647046566, + 0.01850230060517788 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.02981683425605297 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up taken from the passenger seat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a hand gripping a black leather steering wheel with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a crumpled medical document with blurred printouts visible between the hand and the steering wheel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a deserted two-lane tarmac highway with a dotted yellow line passing rapidly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low setting sun from the left casting long shadows and a warm golden halo?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032250732183456 + ], + "opposite_logprob_tokens": [ + -2.3503224849700928 + ], + "logprob_reward": -0.10032250732183456, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032250732183456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2889736592769623, + 0.12464579939842224, + 0.2677484452724457, + 0.04867147281765938, + 0.03612535074353218, + 0.061341043561697006, + 0.06406217068433762, + 0.048800572752952576, + 0.03185291215777397, + 0.027778591960668564 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.10032250732183456 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_3/index_tensor([7115, 7115])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_3/index_tensor([7115, 7115])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..075fb699e1e019c8e3957d6d8ed8aa8802d8757d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_3/index_tensor([7115, 7115])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, wide-angle shot captures a nightmarish landscape transformed by a topographic ice storm, meticulously rendered in the biomechanical style of H.R. Giger. In the immediate foreground, skeletal trees are eerily encased in a thick layer of ice, not a crystalline shell but a ribbed chitin exoskeleton. This frozen carapace has a polished, obsidian sheen, marred by intricate fossil patterns resembling fused vertebrae and gleaming sinews, giving the trees the appearance of the spines of vast, deceased creatures. Deep within the frame, a vast mountain glacier looms on the horizon. Its surface is not smooth but a complex tapestry of biomechanically textured metal plates, porous bone-like structures, and vast, smooth surfaces, reminiscent of stretched, icy skin. A slow, inexorable melt is clearly underway; instead of clear water, a dark, viscous, oily fluid, like a black leek, rhythmically pulsates through a network of newly formed channels. These tubes are not random cracks but deliberate, vein-like structures that snake through the body of the glacier, emitting a pale, cold light, as if the entire landmass were a dying behemoth, bleeding out. The scene is bathed in an icy spectral light from an unseen source, casting long, deep shadows that distort and accentuate the alien terrain. The color palette is strictly monochrome, dominated by gunmetal grays, deep blacks, and the sickly off-white of old bones, creating an atmosphere of cosmic horror and beautiful decay that is deeply chilling and oppressive.", + "seed": 31472, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_3/index_7115_seed_31472_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07886223709210753, + "vlm_logprob": -0.07886223709210753, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.07886223709210753, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17681488394737244 + ], + "opposite_logprob_tokens": [ + -1.9268149137496948 + ], + "logprob_reward": -0.17681488394737244, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.17681488394737244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10810814797878265, + 0.21842806041240692, + 0.14520864188671112, + 0.1692764163017273, + 0.08631631731987, + 0.044763583689928055, + 0.058179669082164764, + 0.036050789058208466, + 0.038506049662828445, + 0.09516226500272751 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.17681488394737244 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983754687011242 + ], + "opposite_logprob_tokens": [ + -3.5298376083374023 + ], + "logprob_reward": -0.02983754687011242, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983754687011242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0691290870308876, + 0.11356357485055923, + 0.026055341586470604, + 0.09267670661211014, + 0.23073410987854004, + 0.03397500887513161, + 0.061743300408124924, + 0.025239815935492516, + 0.1648852378129959, + 0.18199774622917175 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.02983754687011242 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744240876287222 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.006744240876287222, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744240876287222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16184782981872559, + 0.09233558177947998, + 0.09159205853939056, + 0.13283927738666534, + 0.23671647906303406, + 0.06595400720834732, + 0.043036848306655884, + 0.04564832150936127, + 0.05948617681860924, + 0.07054347544908524 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.006744240876287222 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381057932972908 + ], + "opposite_logprob_tokens": [ + -3.2881057262420654 + ], + "logprob_reward": -0.0381057932972908, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381057932972908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20572878420352936, + 0.049872227013111115, + 0.14439091086387634, + 0.09493129700422287, + 0.03130818158388138, + 0.06551394611597061, + 0.10450124740600586, + 0.06149897351861, + 0.09930848330259323, + 0.14294593036174774 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.0381057932972908 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428087204694748 + ], + "opposite_logprob_tokens": [ + -2.017808675765991 + ], + "logprob_reward": -0.1428087204694748, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428087204694748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17306718230247498, + 0.14523687958717346, + 0.1481793373823166, + 0.04487510025501251, + 0.19499292969703674, + 0.0482083223760128, + 0.04112403094768524, + 0.05656860023736954, + 0.07486893236637115, + 0.07287868112325668 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.1428087204694748 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures a nightmarish landscape transformed by a topographic ice storm, meticulously rendered in the biomechanical style of H.R. Giger. In the immediate foreground, skeletal trees are eerily encased in a thick layer of ice, not a crystalline shell but a ribbed chitin exoskeleton. This frozen carapace has a polished, obsidian sheen, marred by intricate fossil patterns resembling fused vertebrae and gleaming sinews, giving the trees the appearance of the spines of vast, deceased creatures. Deep within the frame, a vast mountain glacier looms on the horizon. Its surface is not smooth but a complex tapestry of biomechanically textured metal plates, porous bone-like structures, and vast, smooth surfaces, reminiscent of stretched, icy skin. A slow, inexorable melt is clearly underway; instead of clear water, a dark, viscous, oily fluid, like a black leek, rhythmically pulsates through a network of newly formed channels. These tubes are not random cracks but deliberate, vein-like structures that snake through the body of the glacier, emitting a pale, cold light, as if the entire landmass were a dying behemoth, bleeding out. The scene is bathed in an icy spectral light from an unseen source, casting long, deep shadows that distort and accentuate the alien terrain. The color palette is strictly monochrome, dominated by gunmetal grays, deep blacks, and the sickly off-white of old bones, creating an atmosphere of cosmic horror and beautiful decay that is deeply chilling and oppressive.", + "seed": 31473, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_3/index_7115_seed_31473_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12812836598604918, + "vlm_logprob": -0.12812836598604918, + "vlm_yes_no_margin": 2.624999988079071, + "vlm_token_credit": -0.12812836598604918, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3697318434715271 + ], + "opposite_logprob_tokens": [ + -1.2447319030761719 + ], + "logprob_reward": -0.3697318434715271, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.3697318434715271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15636005997657776, + 0.08641941845417023, + 0.035354822874069214, + 0.050898369401693344, + 0.04268224537372589, + 0.05212858319282532, + 0.0725712925195694, + 0.0726802721619606, + 0.27358219027519226, + 0.1573227196931839 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.3697318434715271 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035679489374161 + ], + "opposite_logprob_tokens": [ + -2.3503568172454834 + ], + "logprob_reward": -0.10035679489374161, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035679489374161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11901186406612396, + 0.02330026775598526, + 0.02628260664641857, + 0.028173701837658882, + 0.09456287324428558, + 0.03921627253293991, + 0.05579480156302452, + 0.03400355949997902, + 0.26850125193595886, + 0.31115275621414185 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.10035679489374161 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009789670817553997 + ], + "opposite_logprob_tokens": [ + -4.63478946685791 + ], + "logprob_reward": -0.009789670817553997, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009789670817553997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10661737620830536, + 0.09149140864610672, + 0.06864947080612183, + 0.053003571927547455, + 0.07141464948654175, + 0.050345711410045624, + 0.05614583194255829, + 0.046405959874391556, + 0.25046777725219727, + 0.20545828342437744 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.009789670817553997 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371158614754677 + ], + "opposite_logprob_tokens": [ + -3.4087116718292236 + ], + "logprob_reward": -0.03371158614754677, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371158614754677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04712750390172005, + 0.05546935647726059, + 0.031582195311784744, + 0.025233129039406776, + 0.11767924576997757, + 0.03339037671685219, + 0.07407981157302856, + 0.08832935243844986, + 0.28553035855293274, + 0.24157871305942535 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.03371158614754677 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270519345998764 + ], + "opposite_logprob_tokens": [ + -2.127051830291748 + ], + "logprob_reward": -0.1270519345998764, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270519345998764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07541565597057343, + 0.03619382157921791, + 0.01732664927840233, + 0.022813832387328148, + 0.09459574520587921, + 0.02304849773645401, + 0.0917721539735794, + 0.054767295718193054, + 0.07281080633401871, + 0.5112555623054504 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.1270519345998764 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures a nightmarish landscape transformed by a topographic ice storm, meticulously rendered in the biomechanical style of H.R. Giger. In the immediate foreground, skeletal trees are eerily encased in a thick layer of ice, not a crystalline shell but a ribbed chitin exoskeleton. This frozen carapace has a polished, obsidian sheen, marred by intricate fossil patterns resembling fused vertebrae and gleaming sinews, giving the trees the appearance of the spines of vast, deceased creatures. Deep within the frame, a vast mountain glacier looms on the horizon. Its surface is not smooth but a complex tapestry of biomechanically textured metal plates, porous bone-like structures, and vast, smooth surfaces, reminiscent of stretched, icy skin. A slow, inexorable melt is clearly underway; instead of clear water, a dark, viscous, oily fluid, like a black leek, rhythmically pulsates through a network of newly formed channels. These tubes are not random cracks but deliberate, vein-like structures that snake through the body of the glacier, emitting a pale, cold light, as if the entire landmass were a dying behemoth, bleeding out. The scene is bathed in an icy spectral light from an unseen source, casting long, deep shadows that distort and accentuate the alien terrain. The color palette is strictly monochrome, dominated by gunmetal grays, deep blacks, and the sickly off-white of old bones, creating an atmosphere of cosmic horror and beautiful decay that is deeply chilling and oppressive.", + "seed": 31474, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_3/index_7115_seed_31474_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1282654594630003, + "vlm_logprob": -0.1282654594630003, + "vlm_yes_no_margin": 2.549999988079071, + "vlm_token_credit": -0.1282654594630003, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3667762875556946 + ], + "opposite_logprob_tokens": [ + -1.2417762279510498 + ], + "logprob_reward": -0.3667762875556946, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3667762875556946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5794135332107544, + 0.07507280260324478, + 0.057614684104919434, + 0.03322758898139, + 0.040005359798669815, + 0.06898204982280731, + 0.04612085968255997, + 0.009528996422886848, + 0.05578453093767166, + 0.034249600023031235 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.3667762875556946 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16041888296604156 + ], + "opposite_logprob_tokens": [ + -1.9104188680648804 + ], + "logprob_reward": -0.16041888296604156, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16041888296604156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.9129999279975891, + 0.012837967835366726, + 0.006431735120713711, + 0.0072394367307424545, + 0.006224635522812605, + 0.02946256659924984, + 0.004964802879840136, + 0.0029653669334948063, + 0.009224235080182552, + 0.007649369537830353 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.16041888296604156 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608009822666645 + ], + "opposite_logprob_tokens": [ + -4.141079902648926 + ], + "logprob_reward": -0.01608009822666645, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608009822666645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8626063466072083, + 0.025750096887350082, + 0.015878550708293915, + 0.006939759943634272, + 0.019053220748901367, + 0.02219952456653118, + 0.00693129887804389, + 0.002729599829763174, + 0.016118787229061127, + 0.02179284393787384 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.01608009822666645 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043085094541311264 + ], + "opposite_logprob_tokens": [ + -3.1680850982666016 + ], + "logprob_reward": -0.043085094541311264, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043085094541311264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6696605086326599, + 0.03448677808046341, + 0.015967966988682747, + 0.008743791840970516, + 0.021965645253658295, + 0.02256227657198906, + 0.012219295836985111, + 0.01140579953789711, + 0.048173412680625916, + 0.15481455624103546 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.043085094541311264 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496693402528763 + ], + "opposite_logprob_tokens": [ + -2.929966926574707 + ], + "logprob_reward": -0.05496693402528763, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496693402528763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3816276788711548, + 0.06899900734424591, + 0.014866034500300884, + 0.035736531019210815, + 0.050412826240062714, + 0.07879071682691574, + 0.045830562710762024, + 0.024791954085230827, + 0.18517480790615082, + 0.11376994848251343 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.05496693402528763 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures a nightmarish landscape transformed by a topographic ice storm, meticulously rendered in the biomechanical style of H.R. Giger. In the immediate foreground, skeletal trees are eerily encased in a thick layer of ice, not a crystalline shell but a ribbed chitin exoskeleton. This frozen carapace has a polished, obsidian sheen, marred by intricate fossil patterns resembling fused vertebrae and gleaming sinews, giving the trees the appearance of the spines of vast, deceased creatures. Deep within the frame, a vast mountain glacier looms on the horizon. Its surface is not smooth but a complex tapestry of biomechanically textured metal plates, porous bone-like structures, and vast, smooth surfaces, reminiscent of stretched, icy skin. A slow, inexorable melt is clearly underway; instead of clear water, a dark, viscous, oily fluid, like a black leek, rhythmically pulsates through a network of newly formed channels. These tubes are not random cracks but deliberate, vein-like structures that snake through the body of the glacier, emitting a pale, cold light, as if the entire landmass were a dying behemoth, bleeding out. The scene is bathed in an icy spectral light from an unseen source, casting long, deep shadows that distort and accentuate the alien terrain. The color palette is strictly monochrome, dominated by gunmetal grays, deep blacks, and the sickly off-white of old bones, creating an atmosphere of cosmic horror and beautiful decay that is deeply chilling and oppressive.", + "seed": 31475, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_3/index_7115_seed_31475_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05423257946968078, + "vlm_logprob": -0.05423257946968078, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.05423257946968078, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1840684711933136 + ], + "opposite_logprob_tokens": [ + -1.9340684413909912 + ], + "logprob_reward": -0.1840684711933136, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1840684711933136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25577065348625183, + 0.05835322290658951, + 0.06256727874279022, + 0.14744217693805695, + 0.10045646131038666, + 0.09598705917596817, + 0.07113483548164368, + 0.12476017326116562, + 0.05258936807513237, + 0.030938770622015 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.1840684711933136 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870019853115082 + ], + "opposite_logprob_tokens": [ + -3.0487000942230225 + ], + "logprob_reward": -0.04870019853115082, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870019853115082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11502185463905334, + 0.07217695564031601, + 0.1945255845785141, + 0.3820769190788269, + 0.08014527708292007, + 0.02415109984576702, + 0.040544167160987854, + 0.0252444539219141, + 0.023539381101727486, + 0.04257431998848915 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.04870019853115082 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005263162776827812 + ], + "opposite_logprob_tokens": [ + -5.255263328552246 + ], + "logprob_reward": -0.005263162776827812, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005263162776827812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18277573585510254, + 0.10187502205371857, + 0.2788722813129425, + 0.15724264085292816, + 0.10288533568382263, + 0.06763066351413727, + 0.031002435833215714, + 0.022137561812996864, + 0.026243988424539566, + 0.029334334656596184 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.005263162776827812 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546772137284279 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546772137284279, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546772137284279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06900686025619507, + 0.17037919163703918, + 0.05676613375544548, + 0.23969943821430206, + 0.21705670654773712, + 0.12691855430603027, + 0.04658356308937073, + 0.027951566502451897, + 0.015771884471178055, + 0.029866132885217667 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.012546772137284279 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are skeletal trees in the foreground encased in a thick, ribbed chitin exoskeleton with a polished obsidian sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast mountain glacier visible in the background with a surface of biomechanically textured metal plates and bone-like structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a dark, viscous, oily fluid rhythmically pulsating through deliberate, vein-like channels on the glacier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene's color palette strictly monochrome, dominated by gunmetal grays, deep blacks, and sickly off-white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584292709827423 + ], + "opposite_logprob_tokens": [ + -3.8955843448638916 + ], + "logprob_reward": -0.020584292709827423, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584292709827423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053041305392980576, + 0.01682102680206299, + 0.04476293548941612, + 0.83160001039505, + 0.01728241704404354, + 0.01893247663974762, + 0.006834900006651878, + 0.00398092670366168, + 0.004045551642775536, + 0.0026984126307070255 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.020584292709827423 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_4/index_tensor([6753, 6753])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_4/index_tensor([6753, 6753])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ccfde475d8d5afae517356dd86f6f19a73a0db84 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_4/index_tensor([6753, 6753])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly tilting, medium shot, starting at eye level, captures a lone figure of indeterminate gender, leaning against a heavy, scratched stainless steel workbench. A harsh work light clamped to the edge of the table casts a brilliant cone of white light, clearly illuminating the scene. The figure, dressed in a dark gray canvas jumpsuit with sleeves rolled up to the elbows and heavy leather work gloves, carefully operates a complex, custom-made machine. Their short, dark hair is damp with sweat, and their face is smeared with grease, a mask of intense concentration. One hand steadily and deliberately manipulates a joystick on a control console, while the other makes minute adjustments to a polished chrome dial. In response, a multi-jointed robotic arm, connected by thick black cables, moves with fluid precision across a massive slab of light gray concrete. A high-speed rotating tool at the arm's tip glows from friction, swiftly and decisively carving intricate geometric patterns into the slab's surface, kicking up a fine, shimmering plume of concrete dust. As the camera pulls back, the brightly lit workspace gives way to a vast, shadow-shrouded expanse of a massive, empty warehouse. Towering steel support beams recede into darkness, while pale, dusty afternoon light filters through the grimy, tall windows, creating a stark contrast between the focused industrial activity and the vast, silent emptiness surrounding it, evoking a powerful atmosphere of solitary devotion and profound concentration.", + "seed": 10321, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_4/index_6753_seed_10321_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.033755806274712086, + "vlm_logprob": -0.033755806274712086, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.033755806274712086, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05015815794467926 + ], + "opposite_logprob_tokens": [ + -3.0501582622528076 + ], + "logprob_reward": -0.05015815794467926, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05015815794467926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3550190329551697, + 0.10579603910446167, + 0.11869227886199951, + 0.042762164026498795, + 0.06085430085659027, + 0.07497051358222961, + 0.08441714197397232, + 0.08351823687553406, + 0.026692483574151993, + 0.047277770936489105 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.05015815794467926 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812725096940994 + ], + "opposite_logprob_tokens": [ + -3.2881271839141846 + ], + "logprob_reward": -0.03812725096940994, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812725096940994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20268630981445312, + 0.11532530933618546, + 0.08110877871513367, + 0.05343795567750931, + 0.14356783032417297, + 0.08653467893600464, + 0.1386226862668991, + 0.04098545387387276, + 0.08442457020282745, + 0.05330639332532883 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.03812725096940994 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636094018816948 + ], + "opposite_logprob_tokens": [ + -3.6513609886169434 + ], + "logprob_reward": -0.02636094018816948, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636094018816948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19096368551254272, + 0.06400533765554428, + 0.09346698969602585, + 0.08806369453668594, + 0.15039853751659393, + 0.060669273138046265, + 0.1631956398487091, + 0.07170102745294571, + 0.056730661541223526, + 0.060805194079875946 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.02636094018816948 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043053578585386276 + ], + "opposite_logprob_tokens": [ + -3.16805362701416 + ], + "logprob_reward": -0.043053578585386276, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043053578585386276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12803198397159576, + 0.07938261330127716, + 0.04817764461040497, + 0.08075767010450363, + 0.08046942204236984, + 0.03915088251233101, + 0.15813641250133514, + 0.17344889044761658, + 0.15693598985671997, + 0.055508483201265335 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.043053578585386276 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107910368591547 + ], + "opposite_logprob_tokens": [ + -4.51107931137085 + ], + "logprob_reward": -0.01107910368591547, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107910368591547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08083054423332214, + 0.06851377338171005, + 0.07280627638101578, + 0.17523017525672913, + 0.11598169058561325, + 0.10843025892972946, + 0.07258450984954834, + 0.09834446012973785, + 0.10481172055006027, + 0.10246662050485611 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.01107910368591547 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly tilting, medium shot, starting at eye level, captures a lone figure of indeterminate gender, leaning against a heavy, scratched stainless steel workbench. A harsh work light clamped to the edge of the table casts a brilliant cone of white light, clearly illuminating the scene. The figure, dressed in a dark gray canvas jumpsuit with sleeves rolled up to the elbows and heavy leather work gloves, carefully operates a complex, custom-made machine. Their short, dark hair is damp with sweat, and their face is smeared with grease, a mask of intense concentration. One hand steadily and deliberately manipulates a joystick on a control console, while the other makes minute adjustments to a polished chrome dial. In response, a multi-jointed robotic arm, connected by thick black cables, moves with fluid precision across a massive slab of light gray concrete. A high-speed rotating tool at the arm's tip glows from friction, swiftly and decisively carving intricate geometric patterns into the slab's surface, kicking up a fine, shimmering plume of concrete dust. As the camera pulls back, the brightly lit workspace gives way to a vast, shadow-shrouded expanse of a massive, empty warehouse. Towering steel support beams recede into darkness, while pale, dusty afternoon light filters through the grimy, tall windows, creating a stark contrast between the focused industrial activity and the vast, silent emptiness surrounding it, evoking a powerful atmosphere of solitary devotion and profound concentration.", + "seed": 10322, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_4/index_6753_seed_10322_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.32831897027790546, + "vlm_logprob": -0.32831897027790546, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.32831897027790546, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05587223917245865 + ], + "opposite_logprob_tokens": [ + -2.9308722019195557 + ], + "logprob_reward": -0.05587223917245865, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05587223917245865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14898070693016052, + 0.05351899191737175, + 0.02325773611664772, + 0.13787682354450226, + 0.08138974010944366, + 0.3772609829902649, + 0.02321106381714344, + 0.042466096580028534, + 0.053328484296798706, + 0.058709390461444855 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.05587223917245865 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054998189210891724 + ], + "opposite_logprob_tokens": [ + -2.9299981594085693 + ], + "logprob_reward": -0.054998189210891724, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054998189210891724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21921470761299133, + 0.11019293963909149, + 0.023415053263306618, + 0.16256220638751984, + 0.08419343084096909, + 0.07662490010261536, + 0.022633850574493408, + 0.1689053624868393, + 0.06787869334220886, + 0.06437882035970688 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.054998189210891724 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016082679852843285 + ], + "opposite_logprob_tokens": [ + -4.141082763671875 + ], + "logprob_reward": -0.016082679852843285, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016082679852843285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29848870635032654, + 0.2660769522190094, + 0.049202144145965576, + 0.053527504205703735, + 0.13596804440021515, + 0.03818129375576973, + 0.031919196248054504, + 0.05713873356580734, + 0.04758094623684883, + 0.021916495636105537 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.016082679852843285 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.502084493637085 + ], + "opposite_logprob_tokens": [ + -0.25208452343940735 + ], + "logprob_reward": -1.502084493637085, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.502084493637085, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07986736297607422, + 0.10090121626853943, + 0.03588990494608879, + 0.15695533156394958, + 0.2933749258518219, + 0.10887348651885986, + 0.04329228773713112, + 0.05014551430940628, + 0.04099622741341591, + 0.089703768491745 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -1.502084493637085 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557249516248703 + ], + "opposite_logprob_tokens": [ + -4.387557029724121 + ], + "logprob_reward": -0.012557249516248703, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557249516248703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14348122477531433, + 0.10149963200092316, + 0.05471357703208923, + 0.10606948286294937, + 0.22212980687618256, + 0.06456916779279709, + 0.0307783130556345, + 0.17193341255187988, + 0.04097122699022293, + 0.06385420262813568 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.012557249516248703 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "slowly tilting, medium shot, starting at eye level, captures a lone figure of indeterminate gender, leaning against a heavy, scratched stainless steel workbench. A harsh work light clamped to the edge of the table casts a brilliant cone of white light, clearly illuminating the scene. The figure, dressed in a dark gray canvas jumpsuit with sleeves rolled up to the elbows and heavy leather work gloves, carefully operates a complex, custom-made machine. Their short, dark hair is damp with sweat, and their face is smeared with grease, a mask of intense concentration. One hand steadily and deliberately manipulates a joystick on a control console, while the other makes minute adjustments to a polished chrome dial. In response, a multi-jointed robotic arm, connected by thick black cables, moves with fluid precision across a massive slab of light gray concrete. A high-speed rotating tool at the arm's tip glows from friction, swiftly and decisively carving intricate geometric patterns into the slab's surface, kicking up a fine, shimmering plume of concrete dust. As the camera pulls back, the brightly lit workspace gives way to a vast, shadow-shrouded expanse of a massive, empty warehouse. Towering steel support beams recede into darkness, while pale, dusty afternoon light filters through the grimy, tall windows, creating a stark contrast between the focused industrial activity and the vast, silent emptiness surrounding it, evoking a powerful atmosphere of solitary devotion and profound concentration.", + "seed": 10323, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_4/index_6753_seed_10323_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05015007052570582, + "vlm_logprob": -0.05015007052570582, + "vlm_yes_no_margin": 3.374999976158142, + "vlm_token_credit": -0.05015007052570582, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12800371646881104 + ], + "opposite_logprob_tokens": [ + -2.1280035972595215 + ], + "logprob_reward": -0.12800371646881104, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12800371646881104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19183973968029022, + 0.13202190399169922, + 0.05136631801724434, + 0.0362350158393383, + 0.2034427523612976, + 0.029532266780734062, + 0.0654790922999382, + 0.05954764783382416, + 0.1499057114124298, + 0.0806296169757843 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.12800371646881104 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498351901769638 + ], + "opposite_logprob_tokens": [ + -2.929983615875244 + ], + "logprob_reward": -0.05498351901769638, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498351901769638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3179496228694916, + 0.0588822215795517, + 0.0670059397816658, + 0.07750232517719269, + 0.10671819001436234, + 0.09878137707710266, + 0.029949355870485306, + 0.03429952636361122, + 0.13537412881851196, + 0.07353737950325012 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.05498351901769638 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075406223535538 + ], + "opposite_logprob_tokens": [ + -4.141075611114502 + ], + "logprob_reward": -0.016075406223535538, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075406223535538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1484137773513794, + 0.09488982707262039, + 0.0768795758485794, + 0.05031754449009895, + 0.09354656934738159, + 0.2112111896276474, + 0.05677034705877304, + 0.05495162308216095, + 0.12973164021968842, + 0.08328792452812195 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.016075406223535538 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305049777030945 + ], + "opposite_logprob_tokens": [ + -3.168050527572632 + ], + "logprob_reward": -0.04305049777030945, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305049777030945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2194082885980606, + 0.10736126452684402, + 0.06250786781311035, + 0.0435272715985775, + 0.2465030401945114, + 0.02785164676606655, + 0.07670646905899048, + 0.06794577091932297, + 0.07906531542539597, + 0.06912314146757126 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.04305049777030945 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863721314817667 + ], + "opposite_logprob_tokens": [ + -4.758637428283691 + ], + "logprob_reward": -0.00863721314817667, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863721314817667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10605240613222122, + 0.0790337398648262, + 0.07944359630346298, + 0.0417521595954895, + 0.16724634170532227, + 0.07803790271282196, + 0.046521980315446854, + 0.04847753793001175, + 0.1355767697095871, + 0.21785752475261688 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.00863721314817667 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly tilting, medium shot, starting at eye level, captures a lone figure of indeterminate gender, leaning against a heavy, scratched stainless steel workbench. A harsh work light clamped to the edge of the table casts a brilliant cone of white light, clearly illuminating the scene. The figure, dressed in a dark gray canvas jumpsuit with sleeves rolled up to the elbows and heavy leather work gloves, carefully operates a complex, custom-made machine. Their short, dark hair is damp with sweat, and their face is smeared with grease, a mask of intense concentration. One hand steadily and deliberately manipulates a joystick on a control console, while the other makes minute adjustments to a polished chrome dial. In response, a multi-jointed robotic arm, connected by thick black cables, moves with fluid precision across a massive slab of light gray concrete. A high-speed rotating tool at the arm's tip glows from friction, swiftly and decisively carving intricate geometric patterns into the slab's surface, kicking up a fine, shimmering plume of concrete dust. As the camera pulls back, the brightly lit workspace gives way to a vast, shadow-shrouded expanse of a massive, empty warehouse. Towering steel support beams recede into darkness, while pale, dusty afternoon light filters through the grimy, tall windows, creating a stark contrast between the focused industrial activity and the vast, silent emptiness surrounding it, evoking a powerful atmosphere of solitary devotion and profound concentration.", + "seed": 10324, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_4/index_6753_seed_10324_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3035668771713972, + "vlm_logprob": -0.3035668771713972, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.3035668771713972, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07072235643863678 + ], + "opposite_logprob_tokens": [ + -2.6957223415374756 + ], + "logprob_reward": -0.07072235643863678, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07072235643863678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17763525247573853, + 0.059729449450969696, + 0.03129349276423454, + 0.03320704400539398, + 0.14000870287418365, + 0.11448059976100922, + 0.19395650923252106, + 0.0921613872051239, + 0.09367905557155609, + 0.06384845823049545 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.07072235643863678 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006516307592392 + ], + "opposite_logprob_tokens": [ + -2.6950652599334717 + ], + "logprob_reward": -0.07006516307592392, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006516307592392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11147710680961609, + 0.054234828799963, + 0.04120500013232231, + 0.04102826863527298, + 0.0628076121211052, + 0.0771365761756897, + 0.14264532923698425, + 0.1886581927537918, + 0.14514178037643433, + 0.13566532731056213 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.07006516307592392 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497494712471962 + ], + "opposite_logprob_tokens": [ + -2.9299750328063965 + ], + "logprob_reward": -0.05497494712471962, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497494712471962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10806723684072495, + 0.07838816195726395, + 0.036212269216775894, + 0.0563022717833519, + 0.20412170886993408, + 0.06445084512233734, + 0.08336108922958374, + 0.08363504707813263, + 0.12247634679079056, + 0.16298499703407288 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.05497494712471962 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134193420410156 + ], + "opposite_logprob_tokens": [ + -0.313419371843338 + ], + "logprob_reward": -1.3134193420410156, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134193420410156, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11966710537672043, + 0.04597601294517517, + 0.03717702627182007, + 0.05693456530570984, + 0.05430476367473602, + 0.06590685248374939, + 0.05567241460084915, + 0.1039518490433693, + 0.22485485672950745, + 0.2355545312166214 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -1.3134193420410156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lone figure wearing a dark gray canvas jumpsuit with rolled-up sleeves and heavy leather work gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure leaning against a heavy, scratched stainless steel workbench while operating a complex machine?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a multi-jointed robotic arm with thick black cables move with fluid precision to carve geometric patterns into a massive slab of light gray concrete?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start at eye level in a medium shot and then pull back to reveal a vast, shadow-shrouded empty warehouse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a harsh work light casting a brilliant cone of white light, with pale dusty afternoon light filtering through grimy tall windows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008652577176690102 + ], + "opposite_logprob_tokens": [ + -4.758652687072754 + ], + "logprob_reward": -0.008652577176690102, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008652577176690102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1476384848356247, + 0.07896924763917923, + 0.0371093787252903, + 0.047414712607860565, + 0.08354552835226059, + 0.07422812283039093, + 0.06289708614349365, + 0.11949710547924042, + 0.15567423403263092, + 0.1930261105298996 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.008652577176690102 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_5/index_tensor([7565, 7565])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_5/index_tensor([7565, 7565])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..981599c872867a5d6650627dadaf573295b14cad --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_5/index_tensor([7565, 7565])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera begins a slow, graceful movement around a classic toy car parked on a dark, weathered wooden workbench, a 1950s-style miniature convertible originally coated in a thick layer of fine gray dust, dulling its appearance. A hand, its skin showing the faint lines of experience, enters the frame, holding a soft, off-white cotton cloth. Carefully, steadily, and thoughtfully, the hand begins polishing the car's hood, the cloth gliding across the dusty surface, sweeping away the grime with a satisfying single sweep. As the camera circles, it captures a dramatic display of the car's pristine, gleaming cherry-red glaze, catching the warm, focused light from an unseen lamp, creating a brilliant highlight. The hand continues its work, carefully polishing the miniature chrome bumper and the tiny, distinct headlights with its cloth-covered fingertips. As the camera completes its 360-degree journey, the toy car is fully restored, its entire body gleaming, and the soft-focus details of the workshop reflected in its polished surface, creating a serene and focused atmosphere of loving, patient restoration.", + "seed": 33213, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_5/index_7565_seed_33213_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.350675285840407, + "vlm_logprob": -0.350675285840407, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.350675285840407, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003310321131721139 + ], + "opposite_logprob_tokens": [ + -6.003310203552246 + ], + "logprob_reward": -0.003310321131721139, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.003310321131721139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12841485440731049, + 0.1130923330783844, + 0.08169980347156525, + 0.2112330049276352, + 0.12318036705255508, + 0.10905314981937408, + 0.05172513425350189, + 0.06616754084825516, + 0.059754569083452225, + 0.055679261684417725 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.003310321131721139 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981533110141754 + ], + "opposite_logprob_tokens": [ + -3.529815435409546 + ], + "logprob_reward": -0.02981533110141754, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981533110141754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3517268896102905, + 0.05744580179452896, + 0.15279264748096466, + 0.0884786993265152, + 0.19683797657489777, + 0.09720710664987564, + 0.0109436409547925, + 0.01619735360145569, + 0.010642281733453274, + 0.017727550119161606 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.02981533110141754 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108216866850853 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.01108216866850853, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108216866850853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12577389180660248, + 0.08292951434850693, + 0.4617284834384918, + 0.07435556501150131, + 0.0625205785036087, + 0.037688881158828735, + 0.029733603820204735, + 0.02806839533150196, + 0.02022397145628929, + 0.07697711884975433 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.01108216866850853 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015271186828613 + ], + "opposite_logprob_tokens": [ + -0.2015271633863449 + ], + "logprob_reward": -1.7015271186828613, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015271186828613, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1508573591709137, + 0.05354037135839462, + 0.26829662919044495, + 0.08181414753198624, + 0.07662959396839142, + 0.05470213666558266, + 0.02044910006225109, + 0.19649718701839447, + 0.04554501175880432, + 0.05166851729154587 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -1.7015271186828613 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007641489617526531 + ], + "opposite_logprob_tokens": [ + -4.882641315460205 + ], + "logprob_reward": -0.007641489617526531, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007641489617526531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12377437949180603, + 0.07140608876943588, + 0.207811638712883, + 0.10961774736642838, + 0.11567888408899307, + 0.05831410363316536, + 0.03905557096004486, + 0.1869269758462906, + 0.03425121679902077, + 0.053163450211286545 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.007641489617526531 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "The camera begins a slow, graceful movement around a classic toy car parked on a dark, weathered wooden workbench, a 1950s-style miniature convertible originally coated in a thick layer of fine gray dust, dulling its appearance. A hand, its skin showing the faint lines of experience, enters the frame, holding a soft, off-white cotton cloth. Carefully, steadily, and thoughtfully, the hand begins polishing the car's hood, the cloth gliding across the dusty surface, sweeping away the grime with a satisfying single sweep. As the camera circles, it captures a dramatic display of the car's pristine, gleaming cherry-red glaze, catching the warm, focused light from an unseen lamp, creating a brilliant highlight. The hand continues its work, carefully polishing the miniature chrome bumper and the tiny, distinct headlights with its cloth-covered fingertips. As the camera completes its 360-degree journey, the toy car is fully restored, its entire body gleaming, and the soft-focus details of the workshop reflected in its polished surface, creating a serene and focused atmosphere of loving, patient restoration.", + "seed": 33214, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_5/index_7565_seed_33214_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.441438873950392, + "vlm_logprob": -0.441438873950392, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.441438873950392, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002897114958614111 + ], + "opposite_logprob_tokens": [ + -6.377897262573242 + ], + "logprob_reward": -0.002897114958614111, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.002897114958614111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04842543229460716, + 0.05934949591755867, + 0.038872867822647095, + 0.4933379888534546, + 0.049160003662109375, + 0.044392190873622894, + 0.11038912832736969, + 0.040728989988565445, + 0.03932024538516998, + 0.07602370530366898 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.002897114958614111 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496795102953911 + ], + "opposite_logprob_tokens": [ + -2.9299678802490234 + ], + "logprob_reward": -0.05496795102953911, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496795102953911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08409388363361359, + 0.12085457891225815, + 0.06511276215314865, + 0.24867042899131775, + 0.1590600162744522, + 0.05783635750412941, + 0.06285258382558823, + 0.09553540498018265, + 0.06106548011302948, + 0.044918518513441086 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.05496795102953911 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099537618458271 + ], + "opposite_logprob_tokens": [ + -5.504099369049072 + ], + "logprob_reward": -0.004099537618458271, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099537618458271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05877917632460594, + 0.07481713593006134, + 0.05413149669766426, + 0.4454268515110016, + 0.11602136492729187, + 0.02471167966723442, + 0.08649111539125443, + 0.09260524809360504, + 0.018686097115278244, + 0.028329888358712196 + ], + "top_frames": [ + 3, + 4, + 7 + ], + "selected_reward": -0.004099537618458271 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.1270127296447754 + ], + "opposite_logprob_tokens": [ + -0.12701277434825897 + ], + "logprob_reward": -2.1270127296447754, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.1270127296447754, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06122111156582832, + 0.03135059401392937, + 0.028298813849687576, + 0.3242473006248474, + 0.0309772752225399, + 0.09978125989437103, + 0.22203199565410614, + 0.04647549241781235, + 0.10237746685743332, + 0.053238704800605774 + ], + "top_frames": [ + 3, + 6, + 8 + ], + "selected_reward": -2.1270127296447754 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018217036500573158 + ], + "opposite_logprob_tokens": [ + -4.018217086791992 + ], + "logprob_reward": -0.018217036500573158, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018217036500573158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07980390638113022, + 0.031144795939326286, + 0.034024521708488464, + 0.5360678434371948, + 0.028695445507764816, + 0.07051420956850052, + 0.051254887133836746, + 0.041888732463121414, + 0.09104273468255997, + 0.0355629064142704 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.018217036500573158 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "The camera begins a slow, graceful movement around a classic toy car parked on a dark, weathered wooden workbench, a 1950s-style miniature convertible originally coated in a thick layer of fine gray dust, dulling its appearance. A hand, its skin showing the faint lines of experience, enters the frame, holding a soft, off-white cotton cloth. Carefully, steadily, and thoughtfully, the hand begins polishing the car's hood, the cloth gliding across the dusty surface, sweeping away the grime with a satisfying single sweep. As the camera circles, it captures a dramatic display of the car's pristine, gleaming cherry-red glaze, catching the warm, focused light from an unseen lamp, creating a brilliant highlight. The hand continues its work, carefully polishing the miniature chrome bumper and the tiny, distinct headlights with its cloth-covered fingertips. As the camera completes its 360-degree journey, the toy car is fully restored, its entire body gleaming, and the soft-focus details of the workshop reflected in its polished surface, creating a serene and focused atmosphere of loving, patient restoration.", + "seed": 33215, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_5/index_7565_seed_33215_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2727210261859, + "vlm_logprob": -0.2727210261859, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.2727210261859, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0045365747064352036 + ], + "opposite_logprob_tokens": [ + -5.7545366287231445 + ], + "logprob_reward": -0.0045365747064352036, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0045365747064352036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06622195243835449, + 0.03727734088897705, + 0.02241942659020424, + 0.045765381306409836, + 0.4205947518348694, + 0.058213263750076294, + 0.056742776185274124, + 0.0157057736068964, + 0.16040289402008057, + 0.11665642261505127 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.0045365747064352036 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636663056910038 + ], + "opposite_logprob_tokens": [ + -3.651366710662842 + ], + "logprob_reward": -0.02636663056910038, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636663056910038, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04390908405184746, + 0.06295856088399887, + 0.049333397299051285, + 0.026201138272881508, + 0.23367181420326233, + 0.041884925216436386, + 0.010713079012930393, + 0.010817388072609901, + 0.510373592376709, + 0.010137041099369526 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.02636663056910038 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006739859934896231 + ], + "opposite_logprob_tokens": [ + -5.006740093231201 + ], + "logprob_reward": -0.006739859934896231, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006739859934896231, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1282658874988556, + 0.08856160193681717, + 0.06645863503217697, + 0.017747672274708748, + 0.09371377527713776, + 0.0773668959736824, + 0.009562420658767223, + 0.025948291644454002, + 0.45884793996810913, + 0.03352689743041992 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.006739859934896231 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.313406229019165 + ], + "opposite_logprob_tokens": [ + -0.31340622901916504 + ], + "logprob_reward": -1.313406229019165, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.313406229019165, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.035939235240221024, + 0.038866594433784485, + 0.017660588026046753, + 0.04143138974905014, + 0.7049288749694824, + 0.03558109328150749, + 0.019769039005041122, + 0.009683847427368164, + 0.051687952131032944, + 0.04445139691233635 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -1.313406229019165 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012555836699903011 + ], + "opposite_logprob_tokens": [ + -4.3875555992126465 + ], + "logprob_reward": -0.012555836699903011, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012555836699903011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03560548648238182, + 0.03145637363195419, + 0.023260558024048805, + 0.045678239315748215, + 0.36126500368118286, + 0.023406831547617912, + 0.018827682361006737, + 0.011300371959805489, + 0.4038112461566925, + 0.04538815841078758 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.012555836699903011 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "The camera begins a slow, graceful movement around a classic toy car parked on a dark, weathered wooden workbench, a 1950s-style miniature convertible originally coated in a thick layer of fine gray dust, dulling its appearance. A hand, its skin showing the faint lines of experience, enters the frame, holding a soft, off-white cotton cloth. Carefully, steadily, and thoughtfully, the hand begins polishing the car's hood, the cloth gliding across the dusty surface, sweeping away the grime with a satisfying single sweep. As the camera circles, it captures a dramatic display of the car's pristine, gleaming cherry-red glaze, catching the warm, focused light from an unseen lamp, creating a brilliant highlight. The hand continues its work, carefully polishing the miniature chrome bumper and the tiny, distinct headlights with its cloth-covered fingertips. As the camera completes its 360-degree journey, the toy car is fully restored, its entire body gleaming, and the soft-focus details of the workshop reflected in its polished surface, creating a serene and focused atmosphere of loving, patient restoration.", + "seed": 33216, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_5/index_7565_seed_33216_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4412421681918204, + "vlm_logprob": -0.4412421681918204, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.4412421681918204, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028942623175680637 + ], + "opposite_logprob_tokens": [ + -6.752894401550293 + ], + "logprob_reward": -0.0028942623175680637, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0028942623175680637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14299561083316803, + 0.2858740985393524, + 0.0433417409658432, + 0.10263705998659134, + 0.12938576936721802, + 0.052341755479574203, + 0.1060008704662323, + 0.029008926823735237, + 0.05440717935562134, + 0.05400696024298668 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0028942623175680637 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496840178966522 + ], + "opposite_logprob_tokens": [ + -2.9299683570861816 + ], + "logprob_reward": -0.05496840178966522, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496840178966522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12955603003501892, + 0.4379346966743469, + 0.05384686216711998, + 0.12404213845729828, + 0.043891482055187225, + 0.04641750454902649, + 0.07564887404441833, + 0.02866295352578163, + 0.02327059395611286, + 0.0367288775742054 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.05496840178966522 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525260902941227 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.00525260902941227, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525260902941227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06130548194050789, + 0.17278486490249634, + 0.028644749894738197, + 0.10012662410736084, + 0.10862085223197937, + 0.061152976006269455, + 0.2176956683397293, + 0.06030551344156265, + 0.041922371834516525, + 0.14744088053703308 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -0.00525260902941227 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.1270079612731934 + ], + "opposite_logprob_tokens": [ + -0.12700794637203217 + ], + "logprob_reward": -2.1270079612731934, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.1270079612731934, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0833379477262497, + 0.10859618335962296, + 0.046922989189624786, + 0.11887063831090927, + 0.16660311818122864, + 0.0404425710439682, + 0.18812303245067596, + 0.07776013016700745, + 0.10771207511425018, + 0.06163131818175316 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -2.1270079612731934 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a classic 1950s-style miniature convertible toy car visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car initially covered in a thick layer of fine gray dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a hand holding a soft off-white cotton cloth enter the frame to polish the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow 360-degree circular movement around the car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the car shown fully restored with a pristine cherry-red glaze and gleaming chrome by the end?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016087606549263 + ], + "opposite_logprob_tokens": [ + -4.141087532043457 + ], + "logprob_reward": -0.016087606549263, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016087606549263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10993898659944534, + 0.13192075490951538, + 0.04195632413029671, + 0.09399686753749847, + 0.15344823896884918, + 0.06913594156503677, + 0.19332006573677063, + 0.06296072155237198, + 0.07754858583211899, + 0.06577353179454803 + ], + "top_frames": [ + 6, + 4, + 1 + ], + "selected_reward": -0.016087606549263 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_6/index_tensor([1350, 1350])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_6/index_tensor([1350, 1350])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..08869108dd566c47fc110509b547f8a0c5400077 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_6/index_tensor([1350, 1350])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, long-range aerial shot, the camera slowly zooming out and tilting upward, majestically reveals a deep, velvety indigo night sky. Within this veil, a spectacular formation of hundreds of drones hovers steadily, each a brilliant, cool-white dot of light. Arranged with impeccable precision, they collectively spell out the words \"Artificial Analysis\" in a crisp, modern font. These dots of light are not static, but rather flicker gently in a synchronized, almost imperceptible rhythm, like a human-created constellation suspended in the sky, radiating a calm and pure light. Below the drone formation, a vast metropolis stretches out, its myriad lights—warm shades of gold, amber, and white—dissolved into a shimmering, dreamy carpet of bokeh, a stark contrast to the precise technological wonders above. The image blends the cool precision of cutting-edge technology with the warm, vibrant energy of a city nightscape, creating an atmosphere both majestic and tranquil, imbued with a futuristic awe.", + "seed": 9345, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_6/index_1350_seed_9345_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13554856355767697, + "vlm_logprob": -0.13554856355767697, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.13554856355767697, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039580874145030975 + ], + "opposite_logprob_tokens": [ + -3.289580821990967 + ], + "logprob_reward": -0.039580874145030975, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.039580874145030975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23111480474472046, + 0.1091255247592926, + 0.1684252768754959, + 0.06193968653678894, + 0.02751137875020504, + 0.04984741657972336, + 0.10158656537532806, + 0.018226874992251396, + 0.01823252998292446, + 0.21398994326591492 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.039580874145030975 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328234076499939 + ], + "opposite_logprob_tokens": [ + -0.7578234076499939 + ], + "logprob_reward": -0.6328234076499939, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328234076499939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1305510252714157, + 0.3990967869758606, + 0.13275088369846344, + 0.05844234675168991, + 0.05455327033996582, + 0.06914762407541275, + 0.07188442349433899, + 0.015964550897479057, + 0.031544968485832214, + 0.036064088344573975 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.6328234076499939 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013405631761997938 + ], + "opposite_logprob_tokens": [ + -6.626340389251709 + ], + "logprob_reward": -0.0013405631761997938, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013405631761997938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11120821535587311, + 0.1199975460767746, + 0.1304342895746231, + 0.03424050658941269, + 0.015485715121030807, + 0.06381966918706894, + 0.034305352717638016, + 0.01770707778632641, + 0.01662648282945156, + 0.4561750590801239 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.0013405631761997938 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024905160535126925 + ], + "opposite_logprob_tokens": [ + -6.002490520477295 + ], + "logprob_reward": -0.0024905160535126925, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024905160535126925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2369026243686676, + 0.2822626531124115, + 0.09023793786764145, + 0.03070962242782116, + 0.04444507136940956, + 0.030623208731412888, + 0.066282257437706, + 0.021985607221722603, + 0.02712753228843212, + 0.16942352056503296 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0024905160535126925 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015074567636474967 + ], + "opposite_logprob_tokens": [ + -6.50150728225708 + ], + "logprob_reward": -0.0015074567636474967, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015074567636474967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3404149115085602, + 0.09999018907546997, + 0.09579489380121231, + 0.02712361142039299, + 0.03373437374830246, + 0.04332466050982475, + 0.039058536291122437, + 0.05221351981163025, + 0.022913295775651932, + 0.2454320192337036 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0015074567636474967 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, long-range aerial shot, the camera slowly zooming out and tilting upward, majestically reveals a deep, velvety indigo night sky. Within this veil, a spectacular formation of hundreds of drones hovers steadily, each a brilliant, cool-white dot of light. Arranged with impeccable precision, they collectively spell out the words \"Artificial Analysis\" in a crisp, modern font. These dots of light are not static, but rather flicker gently in a synchronized, almost imperceptible rhythm, like a human-created constellation suspended in the sky, radiating a calm and pure light. Below the drone formation, a vast metropolis stretches out, its myriad lights—warm shades of gold, amber, and white—dissolved into a shimmering, dreamy carpet of bokeh, a stark contrast to the precise technological wonders above. The image blends the cool precision of cutting-edge technology with the warm, vibrant energy of a city nightscape, creating an atmosphere both majestic and tranquil, imbued with a futuristic awe.", + "seed": 9346, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_6/index_1350_seed_9346_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09894456053152681, + "vlm_logprob": -0.09894456053152681, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.09894456053152681, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05609530955553055 + ], + "opposite_logprob_tokens": [ + -2.9310953617095947 + ], + "logprob_reward": -0.05609530955553055, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05609530955553055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4593731462955475, + 0.0694269984960556, + 0.15162789821624756, + 0.07208601385354996, + 0.025199785828590393, + 0.020974386483430862, + 0.020736893638968468, + 0.05255395546555519, + 0.047942232340574265, + 0.08007864654064178 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.05609530955553055 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288969337940216 + ], + "opposite_logprob_tokens": [ + -1.0538969039916992 + ], + "logprob_reward": -0.4288969337940216, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288969337940216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20518341660499573, + 0.06613733619451523, + 0.07245291769504547, + 0.036232415586709976, + 0.07043551653623581, + 0.053496234118938446, + 0.06906279176473618, + 0.26935407519340515, + 0.07576657831668854, + 0.08187871426343918 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.4288969337940216 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003622994292527437 + ], + "opposite_logprob_tokens": [ + -5.628623008728027 + ], + "logprob_reward": -0.003622994292527437, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003622994292527437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14281810820102692, + 0.08948231488466263, + 0.1738792061805725, + 0.029065802693367004, + 0.05880894139409065, + 0.020805686712265015, + 0.02119862101972103, + 0.3073408007621765, + 0.11068348586559296, + 0.04591701179742813 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.003622994292527437 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003622637828812003 + ], + "opposite_logprob_tokens": [ + -5.628622531890869 + ], + "logprob_reward": -0.003622637828812003, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003622637828812003, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2232026755809784, + 0.07110842317342758, + 0.09381534904241562, + 0.01510557159781456, + 0.049954235553741455, + 0.04139743000268936, + 0.051147300750017166, + 0.2404099553823471, + 0.0776868388056755, + 0.13617226481437683 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.003622637828812003 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002484927186742425 + ], + "opposite_logprob_tokens": [ + -6.0024847984313965 + ], + "logprob_reward": -0.002484927186742425, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002484927186742425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2618170976638794, + 0.02142431028187275, + 0.1139030009508133, + 0.03415214642882347, + 0.02729535847902298, + 0.06786850094795227, + 0.014949151314795017, + 0.29463809728622437, + 0.058503154665231705, + 0.10544919222593307 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.002484927186742425 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, long-range aerial shot, the camera slowly zooming out and tilting upward, majestically reveals a deep, velvety indigo night sky. Within this veil, a spectacular formation of hundreds of drones hovers steadily, each a brilliant, cool-white dot of light. Arranged with impeccable precision, they collectively spell out the words \"Artificial Analysis\" in a crisp, modern font. These dots of light are not static, but rather flicker gently in a synchronized, almost imperceptible rhythm, like a human-created constellation suspended in the sky, radiating a calm and pure light. Below the drone formation, a vast metropolis stretches out, its myriad lights—warm shades of gold, amber, and white—dissolved into a shimmering, dreamy carpet of bokeh, a stark contrast to the precise technological wonders above. The image blends the cool precision of cutting-edge technology with the warm, vibrant energy of a city nightscape, creating an atmosphere both majestic and tranquil, imbued with a futuristic awe.", + "seed": 9347, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_6/index_1350_seed_9347_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13592550791800023, + "vlm_logprob": -0.13592550791800023, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.13592550791800023, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08170482516288757 + ], + "opposite_logprob_tokens": [ + -2.58170485496521 + ], + "logprob_reward": -0.08170482516288757, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08170482516288757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2673206627368927, + 0.07794690132141113, + 0.06199721619486809, + 0.16274012625217438, + 0.10292015224695206, + 0.030136713758111, + 0.07232172787189484, + 0.04127190634608269, + 0.13704033195972443, + 0.046304263174533844 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.08170482516288757 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761561393737793 + ], + "opposite_logprob_tokens": [ + -0.8261561393737793 + ], + "logprob_reward": -0.5761561393737793, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761561393737793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0736423060297966, + 0.10004915297031403, + 0.07805058360099792, + 0.16100408136844635, + 0.03181961551308632, + 0.05767257511615753, + 0.2726410925388336, + 0.09632766246795654, + 0.04628365859389305, + 0.08250927180051804 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.5761561393737793 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160839706659317 + ], + "opposite_logprob_tokens": [ + -4.14108419418335 + ], + "logprob_reward": -0.0160839706659317, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160839706659317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1743902862071991, + 0.16250357031822205, + 0.1624615341424942, + 0.029383458197116852, + 0.11428410559892654, + 0.06218647211790085, + 0.09782698005437851, + 0.08766788989305496, + 0.062117792665958405, + 0.04717792570590973 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0160839706659317 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031985098030418158 + ], + "opposite_logprob_tokens": [ + -5.753198623657227 + ], + "logprob_reward": -0.0031985098030418158, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031985098030418158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24629171192646027, + 0.07815127819776535, + 0.05816592648625374, + 0.06341477483510971, + 0.13843905925750732, + 0.07561313360929489, + 0.07976340502500534, + 0.0740785077214241, + 0.03065580688416958, + 0.15542638301849365 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0031985098030418158 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024840945843607187 + ], + "opposite_logprob_tokens": [ + -6.002484321594238 + ], + "logprob_reward": -0.0024840945843607187, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024840945843607187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1652069240808487, + 0.07428816705942154, + 0.061518266797065735, + 0.06382017582654953, + 0.1645001322031021, + 0.0802953839302063, + 0.19992032647132874, + 0.04220737889409065, + 0.03219176083803177, + 0.11605153232812881 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.0024840945843607187 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, long-range aerial shot, the camera slowly zooming out and tilting upward, majestically reveals a deep, velvety indigo night sky. Within this veil, a spectacular formation of hundreds of drones hovers steadily, each a brilliant, cool-white dot of light. Arranged with impeccable precision, they collectively spell out the words \"Artificial Analysis\" in a crisp, modern font. These dots of light are not static, but rather flicker gently in a synchronized, almost imperceptible rhythm, like a human-created constellation suspended in the sky, radiating a calm and pure light. Below the drone formation, a vast metropolis stretches out, its myriad lights—warm shades of gold, amber, and white—dissolved into a shimmering, dreamy carpet of bokeh, a stark contrast to the precise technological wonders above. The image blends the cool precision of cutting-edge technology with the warm, vibrant energy of a city nightscape, creating an atmosphere both majestic and tranquil, imbued with a futuristic awe.", + "seed": 9348, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_6/index_1350_seed_9348_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13733586948364973, + "vlm_logprob": -0.13733586948364973, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.13733586948364973, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14542055130004883 + ], + "opposite_logprob_tokens": [ + -2.020420551300049 + ], + "logprob_reward": -0.14542055130004883, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14542055130004883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17475837469100952, + 0.07859297841787338, + 0.026671238243579865, + 0.06283792108297348, + 0.022570330649614334, + 0.018275847658514977, + 0.14829036593437195, + 0.20006699860095978, + 0.223569855093956, + 0.04436608403921127 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.14542055130004883 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233199000358582 + ], + "opposite_logprob_tokens": [ + -0.8983199000358582 + ], + "logprob_reward": -0.5233199000358582, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233199000358582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1436634212732315, + 0.07633718848228455, + 0.035014357417821884, + 0.033090945333242416, + 0.04977276921272278, + 0.06321073323488235, + 0.24861551821231842, + 0.1478606015443802, + 0.11259395629167557, + 0.08984054625034332 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.5233199000358582 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552893720567226 + ], + "opposite_logprob_tokens": [ + -4.387552738189697 + ], + "logprob_reward": -0.012552893720567226, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552893720567226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17698846757411957, + 0.10965264588594437, + 0.017112907022237778, + 0.02914721705019474, + 0.026267196983098984, + 0.056254226714372635, + 0.08884609490633011, + 0.09022519737482071, + 0.2704424560070038, + 0.13506363332271576 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.012552893720567226 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021997320000082254 + ], + "opposite_logprob_tokens": [ + -6.127199649810791 + ], + "logprob_reward": -0.0021997320000082254, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021997320000082254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1043233647942543, + 0.24179573357105255, + 0.0677473396062851, + 0.041192684322595596, + 0.024645298719406128, + 0.032554201781749725, + 0.058965276926755905, + 0.20583981275558472, + 0.09238047897815704, + 0.13055582344532013 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.0021997320000082254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a sweeping, long-range aerial view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly zoom out and tilt upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a formation of hundreds of drones visible spelling out the words 'Artificial Analysis'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the drones depicted as brilliant, cool-white dots of light that flicker gently in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a vast metropolis visible below the drones with lights appearing as a shimmering carpet of bokeh in warm shades of gold, amber, and white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003186270361766219 + ], + "opposite_logprob_tokens": [ + -5.753186225891113 + ], + "logprob_reward": -0.003186270361766219, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003186270361766219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2542634904384613, + 0.1397944837808609, + 0.036719005554914474, + 0.036670807749032974, + 0.02363445609807968, + 0.05647537484765053, + 0.07405608147382736, + 0.2007906287908554, + 0.0801498293876648, + 0.09744579344987869 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.003186270361766219 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_7/index_tensor([6290, 6290])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_7/index_tensor([6290, 6290])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..61f74659e3b5d1c2487307785f5289ec629d6523 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_7/index_tensor([6290, 6290])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "single, static, extreme close-up captures a time-lapse of the bean plant's life cycle over several days, creating a powerful visual narrative of growth. The frame initially fills with dark, damp, and friable potting soil. In an accelerating process, the soil's surface begins to crack and bulge, and then a pale green bean sprout inexorably bursts through. The camera maintains its position as the hyposcrotum (a smooth, pseudostem) rapidly elongates, pulling the fleshy, enclosed cotyledons from the earth. As the light rapidly cycles between the bright, directed light of day and the soft, dark environment of night, the hyposcrotum straightens, lifting the cotyledons aloft. They gracefully split and unfold, revealing the first pair of true leaves, delicately folded, before expanding into a vibrant heart-shaped shape with distinctly visible veins. The plant continues its dynamic growth, its stem reaching higher and its leaves noticeably larger, turning toward an unseen light source, creating a tranquil and wondrous atmosphere focused on the quiet, unstoppable power of nature.", + "seed": 16746, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_7/index_6290_seed_16746_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1674418113194406, + "vlm_logprob": -0.1674418113194406, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.1674418113194406, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009036949835717678 + ], + "opposite_logprob_tokens": [ + -4.759037017822266 + ], + "logprob_reward": -0.009036949835717678, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009036949835717678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35109686851501465, + 0.05865532159805298, + 0.03364364802837372, + 0.2874501645565033, + 0.0320575125515461, + 0.044459667056798935, + 0.04937350004911423, + 0.03567616268992424, + 0.07014138996601105, + 0.03744576871395111 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.009036949835717678 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007656868547201157 + ], + "opposite_logprob_tokens": [ + -4.882657051086426 + ], + "logprob_reward": -0.007656868547201157, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007656868547201157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0929301530122757, + 0.0504620298743248, + 0.03200244903564453, + 0.16044071316719055, + 0.058393195271492004, + 0.031117349863052368, + 0.18263153731822968, + 0.030160948634147644, + 0.3023577332496643, + 0.05950385332107544 + ], + "top_frames": [ + 8, + 6, + 3 + ], + "selected_reward": -0.007656868547201157 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639360148459673 + ], + "opposite_logprob_tokens": [ + -4.882639408111572 + ], + "logprob_reward": -0.007639360148459673, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639360148459673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054176248610019684, + 0.0363173671066761, + 0.021122591570019722, + 0.3759061396121979, + 0.08512545377016068, + 0.04091041535139084, + 0.09665370732545853, + 0.078839510679245, + 0.17299792170524597, + 0.03795069828629494 + ], + "top_frames": [ + 3, + 8, + 6 + ], + "selected_reward": -0.007639360148459673 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578858137130737 + ], + "opposite_logprob_tokens": [ + -0.6328858137130737 + ], + "logprob_reward": -0.7578858137130737, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578858137130737, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1607189178466797, + 0.04393830522894859, + 0.013496393337845802, + 0.11033941805362701, + 0.013781978748738766, + 0.03203035145998001, + 0.20833711326122284, + 0.026638686656951904, + 0.2520773410797119, + 0.13864143192768097 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.7578858137130737 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499006435275078 + ], + "opposite_logprob_tokens": [ + -2.92999005317688 + ], + "logprob_reward": -0.05499006435275078, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499006435275078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0625188946723938, + 0.04893109202384949, + 0.07244328409433365, + 0.20498321950435638, + 0.024510778486728668, + 0.06322672963142395, + 0.17281033098697662, + 0.04636162891983986, + 0.24993771314620972, + 0.05427629128098488 + ], + "top_frames": [ + 8, + 3, + 6 + ], + "selected_reward": -0.05499006435275078 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "single, static, extreme close-up captures a time-lapse of the bean plant's life cycle over several days, creating a powerful visual narrative of growth. The frame initially fills with dark, damp, and friable potting soil. In an accelerating process, the soil's surface begins to crack and bulge, and then a pale green bean sprout inexorably bursts through. The camera maintains its position as the hyposcrotum (a smooth, pseudostem) rapidly elongates, pulling the fleshy, enclosed cotyledons from the earth. As the light rapidly cycles between the bright, directed light of day and the soft, dark environment of night, the hyposcrotum straightens, lifting the cotyledons aloft. They gracefully split and unfold, revealing the first pair of true leaves, delicately folded, before expanding into a vibrant heart-shaped shape with distinctly visible veins. The plant continues its dynamic growth, its stem reaching higher and its leaves noticeably larger, turning toward an unseen light source, creating a tranquil and wondrous atmosphere focused on the quiet, unstoppable power of nature.", + "seed": 16747, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_7/index_6290_seed_16747_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.355892850831151, + "vlm_logprob": -0.355892850831151, + "vlm_yes_no_margin": 2.5749999284744263, + "vlm_token_credit": -0.355892850831151, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012980958446860313 + ], + "opposite_logprob_tokens": [ + -4.387980937957764 + ], + "logprob_reward": -0.012980958446860313, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012980958446860313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11086913198232651, + 0.06174978241324425, + 0.4108847975730896, + 0.029748355969786644, + 0.028476472944021225, + 0.026206526905298233, + 0.03602391481399536, + 0.16374793648719788, + 0.09995971620082855, + 0.03233334794640541 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.012980958446860313 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018212003633379936 + ], + "opposite_logprob_tokens": [ + -4.018211841583252 + ], + "logprob_reward": -0.018212003633379936, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018212003633379936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038000766187906265, + 0.0813027173280716, + 0.07338828593492508, + 0.021853243932127953, + 0.09066512435674667, + 0.051698505878448486, + 0.04317443445324898, + 0.08356406539678574, + 0.41212916374206543, + 0.10422369092702866 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.018212003633379936 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058791182935238 + ], + "opposite_logprob_tokens": [ + -3.895587921142578 + ], + "logprob_reward": -0.02058791182935238, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058791182935238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07553063333034515, + 0.0939917117357254, + 0.06944160163402557, + 0.03139025717973709, + 0.11834550648927689, + 0.10852286964654922, + 0.028487343341112137, + 0.18929605185985565, + 0.24637503921985626, + 0.03861897438764572 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.02058791182935238 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005995273590088 + ], + "opposite_logprob_tokens": [ + -0.22559958696365356 + ], + "logprob_reward": -1.6005995273590088, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005995273590088, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08917935192584991, + 0.05198477953672409, + 0.4512772560119629, + 0.03302982077002525, + 0.030160540714859962, + 0.02528374269604683, + 0.03435428440570831, + 0.17465165257453918, + 0.07511918246746063, + 0.034959401935338974 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -1.6005995273590088 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708385288715363 + ], + "opposite_logprob_tokens": [ + -2.1270837783813477 + ], + "logprob_reward": -0.12708385288715363, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12708385288715363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0696425586938858, + 0.20814377069473267, + 0.09011315554380417, + 0.04382053390145302, + 0.12355852127075195, + 0.17836758494377136, + 0.025138847529888153, + 0.12247946113348007, + 0.12370818853378296, + 0.01502741128206253 + ], + "top_frames": [ + 1, + 5, + 8 + ], + "selected_reward": -0.12708385288715363 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "single, static, extreme close-up captures a time-lapse of the bean plant's life cycle over several days, creating a powerful visual narrative of growth. The frame initially fills with dark, damp, and friable potting soil. In an accelerating process, the soil's surface begins to crack and bulge, and then a pale green bean sprout inexorably bursts through. The camera maintains its position as the hyposcrotum (a smooth, pseudostem) rapidly elongates, pulling the fleshy, enclosed cotyledons from the earth. As the light rapidly cycles between the bright, directed light of day and the soft, dark environment of night, the hyposcrotum straightens, lifting the cotyledons aloft. They gracefully split and unfold, revealing the first pair of true leaves, delicately folded, before expanding into a vibrant heart-shaped shape with distinctly visible veins. The plant continues its dynamic growth, its stem reaching higher and its leaves noticeably larger, turning toward an unseen light source, creating a tranquil and wondrous atmosphere focused on the quiet, unstoppable power of nature.", + "seed": 16748, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_7/index_6290_seed_16748_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.30607076101005076, + "vlm_logprob": -0.30607076101005076, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.30607076101005076, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008272076025605202 + ], + "opposite_logprob_tokens": [ + -4.883272171020508 + ], + "logprob_reward": -0.008272076025605202, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008272076025605202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1344984918832779, + 0.29711729288101196, + 0.0753379762172699, + 0.053079355508089066, + 0.059783823788166046, + 0.08086952567100525, + 0.0810471847653389, + 0.05483600124716759, + 0.10546040534973145, + 0.05796992778778076 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.008272076025605202 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609288528561592 + ], + "opposite_logprob_tokens": [ + -4.141092777252197 + ], + "logprob_reward": -0.01609288528561592, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609288528561592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09751930087804794, + 0.10900057852268219, + 0.12499010562896729, + 0.05367128178477287, + 0.12239141017198563, + 0.1899455338716507, + 0.07966897636651993, + 0.04426499083638191, + 0.06568252295255661, + 0.11286526918411255 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.01609288528561592 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020591065287590027 + ], + "opposite_logprob_tokens": [ + -3.8955910205841064 + ], + "logprob_reward": -0.020591065287590027, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020591065287590027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06046050041913986, + 0.11746913194656372, + 0.08819592744112015, + 0.19298629462718964, + 0.08324027806520462, + 0.19981631636619568, + 0.09576194733381271, + 0.017186222597956657, + 0.04256432503461838, + 0.10231905430555344 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.020591065287590027 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063665866851807 + ], + "opposite_logprob_tokens": [ + -0.2813665270805359 + ], + "logprob_reward": -1.4063665866851807, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063665866851807, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03774299472570419, + 0.39618661999702454, + 0.10207410901784897, + 0.19336369633674622, + 0.02682839147746563, + 0.02387348748743534, + 0.03367972746491432, + 0.0239834226667881, + 0.019410153850913048, + 0.14285729825496674 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -1.4063665866851807 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07903119176626205 + ], + "opposite_logprob_tokens": [ + -2.579031229019165 + ], + "logprob_reward": -0.07903119176626205, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07903119176626205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10798483341932297, + 0.35556286573410034, + 0.031507983803749084, + 0.09238389134407043, + 0.057498179376125336, + 0.05270099267363548, + 0.04173339530825615, + 0.03203877434134483, + 0.07801420986652374, + 0.15057487785816193 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.07903119176626205 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "single, static, extreme close-up captures a time-lapse of the bean plant's life cycle over several days, creating a powerful visual narrative of growth. The frame initially fills with dark, damp, and friable potting soil. In an accelerating process, the soil's surface begins to crack and bulge, and then a pale green bean sprout inexorably bursts through. The camera maintains its position as the hyposcrotum (a smooth, pseudostem) rapidly elongates, pulling the fleshy, enclosed cotyledons from the earth. As the light rapidly cycles between the bright, directed light of day and the soft, dark environment of night, the hyposcrotum straightens, lifting the cotyledons aloft. They gracefully split and unfold, revealing the first pair of true leaves, delicately folded, before expanding into a vibrant heart-shaped shape with distinctly visible veins. The plant continues its dynamic growth, its stem reaching higher and its leaves noticeably larger, turning toward an unseen light source, creating a tranquil and wondrous atmosphere focused on the quiet, unstoppable power of nature.", + "seed": 16749, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_7/index_6290_seed_16749_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09489035643637181, + "vlm_logprob": -0.09489035643637181, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.09489035643637181, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0050806463696062565 + ], + "opposite_logprob_tokens": [ + -5.380080699920654 + ], + "logprob_reward": -0.0050806463696062565, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0050806463696062565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06358535587787628, + 0.0860690250992775, + 0.16721709072589874, + 0.045084819197654724, + 0.032841771841049194, + 0.142780140042305, + 0.1489890217781067, + 0.07625320553779602, + 0.03840398043394089, + 0.19877558946609497 + ], + "top_frames": [ + 9, + 2, + 6 + ], + "selected_reward": -0.0050806463696062565 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007650007028132677 + ], + "opposite_logprob_tokens": [ + -4.882649898529053 + ], + "logprob_reward": -0.007650007028132677, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007650007028132677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04059306159615517, + 0.034283265471458435, + 0.014903897419571877, + 0.02885269559919834, + 0.031498752534389496, + 0.02788110077381134, + 0.07165287435054779, + 0.18184734880924225, + 0.05188361927866936, + 0.5166033506393433 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.007650007028132677 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012551127932965755 + ], + "opposite_logprob_tokens": [ + -4.387551307678223 + ], + "logprob_reward": -0.012551127932965755, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012551127932965755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03674163296818733, + 0.033092182129621506, + 0.023146977648139, + 0.03767861798405647, + 0.01788298785686493, + 0.05074109509587288, + 0.07261216640472412, + 0.255833238363266, + 0.08840686082839966, + 0.38386431336402893 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.012551127932965755 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871036767959595 + ], + "opposite_logprob_tokens": [ + -1.1371036767959595 + ], + "logprob_reward": -0.3871036767959595, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871036767959595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.014790520071983337, + 0.014866246841847897, + 0.010498746298253536, + 0.014415559358894825, + 0.009400065056979656, + 0.018784232437610626, + 0.019741229712963104, + 0.10379727184772491, + 0.05182613059878349, + 0.7418799996376038 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.3871036767959595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up that initially fills the frame with dark, damp potting soil?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a pale green bean sprout bursting through the soil and a smooth pseudostem rapidly elongating?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the cotyledons split and unfold to reveal true leaves that expand into a vibrant heart shape with visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lighting cycle rapidly between bright directed daylight and soft dark night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static throughout the entire sequence while the plant grows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062066324055194855 + ], + "opposite_logprob_tokens": [ + -2.8120663166046143 + ], + "logprob_reward": -0.062066324055194855, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062066324055194855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033308207988739014, + 0.02995869517326355, + 0.07554420828819275, + 0.045104943215847015, + 0.04565953090786934, + 0.20274581015110016, + 0.13167046010494232, + 0.1193903386592865, + 0.04570769518613815, + 0.2709100842475891 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.062066324055194855 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_8/index_tensor([5255, 5255])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_8/index_tensor([5255, 5255])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..792062187550d30a444aa30a96882a6d26f4fc9b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_8/index_tensor([5255, 5255])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This hyper-real, extreme close-up shot features a slow, steady camera pan across the complex gimbal mechanism at the base of the flight control stick. A single, focused, cool white light source casts sharp, dramatic shadows from above, highlighting the complex geometry and textures. The core mechanism, constructed from matte-finish gunmetal gray aluminum, utilizes a fluid, multi-axis linkage; the central ball joint rotates silently and smoothly, triggering a chain reaction via interconnected magnetic forks and polished steel bars. The camera's steady movement clearly reveals every microscopic detail: fine hairline scratches etch the metal surface, tiny dust particles cling to the edges of the joints, and a faint sheen of lubricant is visible in the crevices. As one component tilts, another rotates with deliberate mechanical precision, highlighting the device's worn yet flawless engineering. The background, a completely soft-focus, deep bokeh, ensures the viewer's full attention is captured by the ballet of mechanical parts, creating an intense atmosphere of concentration and awe at the hidden functional beauty of this precision machinery.", + "seed": 12306, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_8/index_5255_seed_12306_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10760716293007136, + "vlm_logprob": -0.10760716293007136, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.10760716293007136, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01515916083008051 + ], + "opposite_logprob_tokens": [ + -4.5151591300964355 + ], + "logprob_reward": -0.01515916083008051, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01515916083008051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11520320922136307, + 0.07577500492334366, + 0.11966416984796524, + 0.13784310221672058, + 0.11932356655597687, + 0.11715415120124817, + 0.11307840049266815, + 0.051576435565948486, + 0.06996113061904907, + 0.08042079955339432 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.01515916083008051 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270693689584732 + ], + "opposite_logprob_tokens": [ + -2.1270694732666016 + ], + "logprob_reward": -0.1270693689584732, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270693689584732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1350511610507965, + 0.06741492450237274, + 0.17316105961799622, + 0.1499520093202591, + 0.1519397497177124, + 0.10012103617191315, + 0.03507637232542038, + 0.04894275218248367, + 0.07730279862880707, + 0.061038196086883545 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.1270693689584732 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048676807433366776 + ], + "opposite_logprob_tokens": [ + -3.0486767292022705 + ], + "logprob_reward": -0.048676807433366776, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048676807433366776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10557343810796738, + 0.10666445642709732, + 0.29641640186309814, + 0.06591030955314636, + 0.15322113037109375, + 0.1069684848189354, + 0.05424487590789795, + 0.027303682640194893, + 0.016155214980244637, + 0.06754206120967865 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.048676807433366776 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134327232837677 + ], + "opposite_logprob_tokens": [ + -1.3134326934814453 + ], + "logprob_reward": -0.3134327232837677, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134327232837677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07521507889032364, + 0.09984724223613739, + 0.02861817367374897, + 0.0637056902050972, + 0.08693543821573257, + 0.14440450072288513, + 0.30857014656066895, + 0.044513728469610214, + 0.09866078197956085, + 0.04952919855713844 + ], + "top_frames": [ + 6, + 5, + 1 + ], + "selected_reward": -0.3134327232837677 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369775414466858 + ], + "opposite_logprob_tokens": [ + -3.4086978435516357 + ], + "logprob_reward": -0.03369775414466858, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369775414466858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10973011702299118, + 0.1028471514582634, + 0.23071421682834625, + 0.14318349957466125, + 0.05662066116929054, + 0.19178935885429382, + 0.06750617921352386, + 0.011542989872395992, + 0.038109492510557175, + 0.047956302762031555 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.03369775414466858 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This hyper-real, extreme close-up shot features a slow, steady camera pan across the complex gimbal mechanism at the base of the flight control stick. A single, focused, cool white light source casts sharp, dramatic shadows from above, highlighting the complex geometry and textures. The core mechanism, constructed from matte-finish gunmetal gray aluminum, utilizes a fluid, multi-axis linkage; the central ball joint rotates silently and smoothly, triggering a chain reaction via interconnected magnetic forks and polished steel bars. The camera's steady movement clearly reveals every microscopic detail: fine hairline scratches etch the metal surface, tiny dust particles cling to the edges of the joints, and a faint sheen of lubricant is visible in the crevices. As one component tilts, another rotates with deliberate mechanical precision, highlighting the device's worn yet flawless engineering. The background, a completely soft-focus, deep bokeh, ensures the viewer's full attention is captured by the ballet of mechanical parts, creating an intense atmosphere of concentration and awe at the hidden functional beauty of this precision machinery.", + "seed": 12307, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_8/index_5255_seed_12307_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05004107113927603, + "vlm_logprob": -0.05004107113927603, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.05004107113927603, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03688155487179756 + ], + "opposite_logprob_tokens": [ + -3.411881446838379 + ], + "logprob_reward": -0.03688155487179756, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03688155487179756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16079363226890564, + 0.1582413613796234, + 0.04861419275403023, + 0.03623298183083534, + 0.09881755709648132, + 0.11397641152143478, + 0.041360631585121155, + 0.11483091115951538, + 0.18059112131595612, + 0.04654121398925781 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.03688155487179756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295587569475174 + ], + "opposite_logprob_tokens": [ + -2.2379558086395264 + ], + "logprob_reward": -0.11295587569475174, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295587569475174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12782160937786102, + 0.1492754966020584, + 0.046334587037563324, + 0.029474379494786263, + 0.039151012897491455, + 0.05964311957359314, + 0.05139059200882912, + 0.04621131345629692, + 0.36055585741996765, + 0.09014206379652023 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.11295587569475174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043081097304821014 + ], + "opposite_logprob_tokens": [ + -3.168081045150757 + ], + "logprob_reward": -0.043081097304821014, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043081097304821014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18100090324878693, + 0.10633154213428497, + 0.10659613460302353, + 0.08200284093618393, + 0.06642039865255356, + 0.11316075176000595, + 0.17499816417694092, + 0.07172289490699768, + 0.07351286709308624, + 0.02425343170762062 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.043081097304821014 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864807799458504 + ], + "opposite_logprob_tokens": [ + -3.0486481189727783 + ], + "logprob_reward": -0.04864807799458504, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864807799458504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1065531000494957, + 0.17498165369033813, + 0.030298253521323204, + 0.045604050159454346, + 0.07665205001831055, + 0.10471668094396591, + 0.2719160318374634, + 0.06726342439651489, + 0.08902306109666824, + 0.03299163281917572 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.04864807799458504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638749830424786 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.008638749830424786, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638749830424786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14825648069381714, + 0.0483439639210701, + 0.15991826355457306, + 0.21313348412513733, + 0.024592040106654167, + 0.0753132626414299, + 0.15535883605480194, + 0.10803528130054474, + 0.04427673667669296, + 0.022771669551730156 + ], + "top_frames": [ + 3, + 2, + 6 + ], + "selected_reward": -0.008638749830424786 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This hyper-real, extreme close-up shot features a slow, steady camera pan across the complex gimbal mechanism at the base of the flight control stick. A single, focused, cool white light source casts sharp, dramatic shadows from above, highlighting the complex geometry and textures. The core mechanism, constructed from matte-finish gunmetal gray aluminum, utilizes a fluid, multi-axis linkage; the central ball joint rotates silently and smoothly, triggering a chain reaction via interconnected magnetic forks and polished steel bars. The camera's steady movement clearly reveals every microscopic detail: fine hairline scratches etch the metal surface, tiny dust particles cling to the edges of the joints, and a faint sheen of lubricant is visible in the crevices. As one component tilts, another rotates with deliberate mechanical precision, highlighting the device's worn yet flawless engineering. The background, a completely soft-focus, deep bokeh, ensures the viewer's full attention is captured by the ballet of mechanical parts, creating an intense atmosphere of concentration and awe at the hidden functional beauty of this precision machinery.", + "seed": 12308, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_8/index_5255_seed_12308_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11096397172659636, + "vlm_logprob": -0.11096397172659636, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.11096397172659636, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13043108582496643 + ], + "opposite_logprob_tokens": [ + -2.1304311752319336 + ], + "logprob_reward": -0.13043108582496643, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13043108582496643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12907113134860992, + 0.056850776076316833, + 0.07521366328001022, + 0.03141224756836891, + 0.19728592038154602, + 0.0769059881567955, + 0.05130072310566902, + 0.020588304847478867, + 0.0675942599773407, + 0.2937769591808319 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.13043108582496643 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428828239440918 + ], + "opposite_logprob_tokens": [ + -2.017882823944092 + ], + "logprob_reward": -0.1428828239440918, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428828239440918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035496633499860764, + 0.14949825406074524, + 0.047577615827322006, + 0.025704307481646538, + 0.08119135349988937, + 0.04248819127678871, + 0.2934079170227051, + 0.12870676815509796, + 0.06920170783996582, + 0.12672725319862366 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.1428828239440918 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907970041036606 + ], + "opposite_logprob_tokens": [ + -2.4640796184539795 + ], + "logprob_reward": -0.08907970041036606, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907970041036606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09794580191373825, + 0.12396220862865448, + 0.13022859394550323, + 0.042428210377693176, + 0.10656200349330902, + 0.1332084983587265, + 0.15689992904663086, + 0.018356192857027054, + 0.10660803318023682, + 0.08380051702260971 + ], + "top_frames": [ + 6, + 5, + 2 + ], + "selected_reward": -0.08907970041036606 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17988218367099762 + ], + "opposite_logprob_tokens": [ + -1.8048821687698364 + ], + "logprob_reward": -0.17988218367099762, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17988218367099762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09504998475313187, + 0.0721353143453598, + 0.14931181073188782, + 0.11791414767503738, + 0.10387279838323593, + 0.11848810315132141, + 0.06731473654508591, + 0.1257849931716919, + 0.10852129757404327, + 0.04160682111978531 + ], + "top_frames": [ + 2, + 7, + 5 + ], + "selected_reward": -0.17988218367099762 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012544064782559872 + ], + "opposite_logprob_tokens": [ + -4.38754415512085 + ], + "logprob_reward": -0.012544064782559872, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012544064782559872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11362442374229431, + 0.06538678705692291, + 0.11025676131248474, + 0.043889518827199936, + 0.060892101377248764, + 0.2718730568885803, + 0.04273233935236931, + 0.07061512023210526, + 0.1562405228614807, + 0.06448939442634583 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.012544064782559872 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This hyper-real, extreme close-up shot features a slow, steady camera pan across the complex gimbal mechanism at the base of the flight control stick. A single, focused, cool white light source casts sharp, dramatic shadows from above, highlighting the complex geometry and textures. The core mechanism, constructed from matte-finish gunmetal gray aluminum, utilizes a fluid, multi-axis linkage; the central ball joint rotates silently and smoothly, triggering a chain reaction via interconnected magnetic forks and polished steel bars. The camera's steady movement clearly reveals every microscopic detail: fine hairline scratches etch the metal surface, tiny dust particles cling to the edges of the joints, and a faint sheen of lubricant is visible in the crevices. As one component tilts, another rotates with deliberate mechanical precision, highlighting the device's worn yet flawless engineering. The background, a completely soft-focus, deep bokeh, ensures the viewer's full attention is captured by the ballet of mechanical parts, creating an intense atmosphere of concentration and awe at the hidden functional beauty of this precision machinery.", + "seed": 12309, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_8/index_5255_seed_12309_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0531903188675642, + "vlm_logprob": -0.0531903188675642, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.0531903188675642, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02375708520412445 + ], + "opposite_logprob_tokens": [ + -3.898756980895996 + ], + "logprob_reward": -0.02375708520412445, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02375708520412445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05222199112176895, + 0.11886528134346008, + 0.05361767113208771, + 0.030121104791760445, + 0.07040265202522278, + 0.02861138805747032, + 0.20083318650722504, + 0.02391798608005047, + 0.059905122965574265, + 0.361503541469574 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.02375708520412445 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035216063261032 + ], + "opposite_logprob_tokens": [ + -2.3503520488739014 + ], + "logprob_reward": -0.10035216063261032, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035216063261032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04908263310790062, + 0.15230873227119446, + 0.13334473967552185, + 0.022274428978562355, + 0.032175131142139435, + 0.04010014608502388, + 0.03407806158065796, + 0.05688794329762459, + 0.06517666578292847, + 0.41457149386405945 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.10035216063261032 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868032783269882 + ], + "opposite_logprob_tokens": [ + -3.048680305480957 + ], + "logprob_reward": -0.04868032783269882, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868032783269882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07656974345445633, + 0.08805324137210846, + 0.057008590549230576, + 0.024535933509469032, + 0.11997894197702408, + 0.06574824452400208, + 0.05603380128741264, + 0.03040793538093567, + 0.15626375377178192, + 0.32539987564086914 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.04868032783269882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896719127893448 + ], + "opposite_logprob_tokens": [ + -2.5789670944213867 + ], + "logprob_reward": -0.07896719127893448, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896719127893448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046074070036411285, + 0.12101966142654419, + 0.016783740371465683, + 0.03943963721394539, + 0.027411073446273804, + 0.054600924253463745, + 0.10654570162296295, + 0.03283961862325668, + 0.040124986320734024, + 0.5151605010032654 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.07896719127893448 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a flight control stick mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the core mechanism constructed from matte-finish gunmetal gray aluminum?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a single focused cool white light source casting sharp shadows from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, steady pan across the mechanism?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a completely soft-focus deep bokeh?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194829389452934 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.014194829389452934, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194829389452934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05411412939429283, + 0.1171189546585083, + 0.11199820786714554, + 0.04951478913426399, + 0.09701912850141525, + 0.08628242462873459, + 0.09587590396404266, + 0.05083797872066498, + 0.02536184899508953, + 0.3118766248226166 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.014194829389452934 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_9/index_tensor([7758, 7758])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_9/index_tensor([7758, 7758])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..908e00d4ae522cc239732d63ca0959a96be1762c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_9/index_tensor([7758, 7758])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot, tilted upward from a low angle, captures a dense, emerald green bamboo forest with stunning clarity. Warm sunlight penetrates the layers of bamboo canopy, casting a constantly shifting, dappled light and shadow on the sleek, upright bamboo stems. Gently caressed by the breeze, the entire bamboo forest seems to engage in a silent, graceful ballet, each bamboo stem swaying gently with a supple force, creating a rustling sound. The lens's sharp focus reveals the network of veins on a single, tender green bamboo leaf facing the camera, as if sculpted. The backlighting creates a brilliant golden outline around the leaf's edge. As the camera pans, spots of light drift across the moist, leaf-strewn ground, and the air seems filled with the fresh scent of plants and the fragrance of earth. The entire scene conveys an atmosphere of profound tranquility, vitality, and Zen, with fresh, bright colors, imbued with the harmony of nature and the rhythm of life.", + "seed": 29261, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_9/index_7758_seed_29261_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.011627978074830025, + "vlm_logprob": -0.011627978074830025, + "vlm_yes_no_margin": 5.6, + "vlm_token_credit": -0.011627978074830025, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0018296183552592993 + ], + "opposite_logprob_tokens": [ + -6.626829624176025 + ], + "logprob_reward": -0.0018296183552592993, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0018296183552592993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1510385423898697, + 0.21837273240089417, + 0.06637101620435715, + 0.055698640644550323, + 0.04116813838481903, + 0.048256173729896545, + 0.07535776495933533, + 0.07083380222320557, + 0.21197761595249176, + 0.06092558056116104 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.0018296183552592993 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015209070406854153 + ], + "opposite_logprob_tokens": [ + -6.501521110534668 + ], + "logprob_reward": -0.0015209070406854153, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015209070406854153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1811978965997696, + 0.11359065026044846, + 0.10358918458223343, + 0.04416567459702492, + 0.03893333300948143, + 0.05138261988759041, + 0.09955301135778427, + 0.11806394904851913, + 0.19864194095134735, + 0.050881776958703995 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.0015209070406854153 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000498289882671088 + ], + "opposite_logprob_tokens": [ + -7.625498294830322 + ], + "logprob_reward": -0.000498289882671088, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.000498289882671088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22071699798107147, + 0.11986958980560303, + 0.10763522237539291, + 0.09392506629228592, + 0.044068608433008194, + 0.08736803382635117, + 0.048410750925540924, + 0.09055480360984802, + 0.06593800336122513, + 0.12151291966438293 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.000498289882671088 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020587095990777016 + ], + "opposite_logprob_tokens": [ + -3.895587205886841 + ], + "logprob_reward": -0.020587095990777016, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020587095990777016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04504835233092308, + 0.06875389814376831, + 0.05511133000254631, + 0.05558754876255989, + 0.045470740646123886, + 0.07222066819667816, + 0.12009000033140182, + 0.2065497189760208, + 0.06844751536846161, + 0.2627202272415161 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.020587095990777016 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370397910475731 + ], + "opposite_logprob_tokens": [ + -3.4087040424346924 + ], + "logprob_reward": -0.03370397910475731, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370397910475731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17583324015140533, + 0.0845424085855484, + 0.13180048763751984, + 0.041813019663095474, + 0.04549911618232727, + 0.10127682983875275, + 0.08816000074148178, + 0.1384013146162033, + 0.0839439183473587, + 0.10872969776391983 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.03370397910475731 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, tilted upward from a low angle, captures a dense, emerald green bamboo forest with stunning clarity. Warm sunlight penetrates the layers of bamboo canopy, casting a constantly shifting, dappled light and shadow on the sleek, upright bamboo stems. Gently caressed by the breeze, the entire bamboo forest seems to engage in a silent, graceful ballet, each bamboo stem swaying gently with a supple force, creating a rustling sound. The lens's sharp focus reveals the network of veins on a single, tender green bamboo leaf facing the camera, as if sculpted. The backlighting creates a brilliant golden outline around the leaf's edge. As the camera pans, spots of light drift across the moist, leaf-strewn ground, and the air seems filled with the fresh scent of plants and the fragrance of earth. The entire scene conveys an atmosphere of profound tranquility, vitality, and Zen, with fresh, bright colors, imbued with the harmony of nature and the rhythm of life.", + "seed": 29262, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_9/index_7758_seed_29262_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03737967768684029, + "vlm_logprob": -0.03737967768684029, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.03737967768684029, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00466164480894804 + ], + "opposite_logprob_tokens": [ + -5.504661560058594 + ], + "logprob_reward": -0.00466164480894804, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00466164480894804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.849416971206665, + 0.028809772804379463, + 0.02348841167986393, + 0.015783563256263733, + 0.024827755987644196, + 0.013609470799565315, + 0.009750131517648697, + 0.007562850136309862, + 0.014940961264073849, + 0.011810114607214928 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.00466164480894804 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032069466542452574 + ], + "opposite_logprob_tokens": [ + -5.753206729888916 + ], + "logprob_reward": -0.0032069466542452574, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032069466542452574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.848035454750061, + 0.020459042862057686, + 0.015541983768343925, + 0.04262859746813774, + 0.02251383103430271, + 0.016227962449193, + 0.008341507986187935, + 0.005413442850112915, + 0.007495908997952938, + 0.013342279009521008 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0032069466542452574 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002492894185706973 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.002492894185706973, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002492894185706973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8684324622154236, + 0.009722206741571426, + 0.03279043361544609, + 0.02408864162862301, + 0.017585238441824913, + 0.008641581982374191, + 0.0042037214152514935, + 0.006107170134782791, + 0.007948349229991436, + 0.020480185747146606 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.002492894185706973 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371815383434296 + ], + "opposite_logprob_tokens": [ + -3.4087181091308594 + ], + "logprob_reward": -0.03371815383434296, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371815383434296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6620752811431885, + 0.018890848383307457, + 0.10885902494192123, + 0.12387430667877197, + 0.037823885679244995, + 0.026072915643453598, + 0.005426519084721804, + 0.004149414133280516, + 0.007369127590209246, + 0.005458683706820011 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.03371815383434296 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281874895095825 + ], + "opposite_logprob_tokens": [ + -2.0178186893463135 + ], + "logprob_reward": -0.14281874895095825, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281874895095825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.925118088722229, + 0.02163587138056755, + 0.010536178015172482, + 0.011454378254711628, + 0.011353962123394012, + 0.00461984658613801, + 0.00261167180724442, + 0.0025498284958302975, + 0.006031583528965712, + 0.004088578745722771 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.14281874895095825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, tilted upward from a low angle, captures a dense, emerald green bamboo forest with stunning clarity. Warm sunlight penetrates the layers of bamboo canopy, casting a constantly shifting, dappled light and shadow on the sleek, upright bamboo stems. Gently caressed by the breeze, the entire bamboo forest seems to engage in a silent, graceful ballet, each bamboo stem swaying gently with a supple force, creating a rustling sound. The lens's sharp focus reveals the network of veins on a single, tender green bamboo leaf facing the camera, as if sculpted. The backlighting creates a brilliant golden outline around the leaf's edge. As the camera pans, spots of light drift across the moist, leaf-strewn ground, and the air seems filled with the fresh scent of plants and the fragrance of earth. The entire scene conveys an atmosphere of profound tranquility, vitality, and Zen, with fresh, bright colors, imbued with the harmony of nature and the rhythm of life.", + "seed": 29263, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_9/index_7758_seed_29263_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016435472667217253, + "vlm_logprob": -0.016435472667217253, + "vlm_yes_no_margin": 5.475, + "vlm_token_credit": -0.016435472667217253, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013499680208042264 + ], + "opposite_logprob_tokens": [ + -7.376349925994873 + ], + "logprob_reward": -0.0013499680208042264, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0013499680208042264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10256534814834595, + 0.08466140925884247, + 0.05179884657263756, + 0.04635016247630119, + 0.05917827785015106, + 0.08562906086444855, + 0.46300050616264343, + 0.03466757759451866, + 0.02716641128063202, + 0.04498237743973732 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.0013499680208042264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001524953986518085 + ], + "opposite_logprob_tokens": [ + -6.501524925231934 + ], + "logprob_reward": -0.001524953986518085, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001524953986518085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11836712062358856, + 0.22236421704292297, + 0.1429554969072342, + 0.05060213431715965, + 0.12383119761943817, + 0.05580205097794533, + 0.12095309793949127, + 0.03052663616836071, + 0.05075627565383911, + 0.08384177833795547 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.001524953986518085 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001046348363161087 + ], + "opposite_logprob_tokens": [ + -6.876046180725098 + ], + "logprob_reward": -0.001046348363161087, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001046348363161087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09795581549406052, + 0.21687836945056915, + 0.10842667520046234, + 0.05724627897143364, + 0.03683299198746681, + 0.04631393775343895, + 0.25216278433799744, + 0.02399788238108158, + 0.10743280500173569, + 0.05275246500968933 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.001046348363161087 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329389750957489 + ], + "opposite_logprob_tokens": [ + -3.773293972015381 + ], + "logprob_reward": -0.02329389750957489, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329389750957489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032445717602968216, + 0.09880103915929794, + 0.04521886631846428, + 0.09084855765104294, + 0.2226646989583969, + 0.0721617117524147, + 0.38946661353111267, + 0.011956892907619476, + 0.014396203681826591, + 0.022039663046598434 + ], + "top_frames": [ + 6, + 4, + 1 + ], + "selected_reward": -0.02329389750957489 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054962195456027985 + ], + "opposite_logprob_tokens": [ + -2.929962158203125 + ], + "logprob_reward": -0.054962195456027985, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054962195456027985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0738208219408989, + 0.10745460540056229, + 0.10794167220592499, + 0.1126987412571907, + 0.06208987534046173, + 0.04251362755894661, + 0.30042198300361633, + 0.10469772666692734, + 0.02962084859609604, + 0.05874003469944 + ], + "top_frames": [ + 6, + 3, + 2 + ], + "selected_reward": -0.054962195456027985 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, tilted upward from a low angle, captures a dense, emerald green bamboo forest with stunning clarity. Warm sunlight penetrates the layers of bamboo canopy, casting a constantly shifting, dappled light and shadow on the sleek, upright bamboo stems. Gently caressed by the breeze, the entire bamboo forest seems to engage in a silent, graceful ballet, each bamboo stem swaying gently with a supple force, creating a rustling sound. The lens's sharp focus reveals the network of veins on a single, tender green bamboo leaf facing the camera, as if sculpted. The backlighting creates a brilliant golden outline around the leaf's edge. As the camera pans, spots of light drift across the moist, leaf-strewn ground, and the air seems filled with the fresh scent of plants and the fragrance of earth. The entire scene conveys an atmosphere of profound tranquility, vitality, and Zen, with fresh, bright colors, imbued with the harmony of nature and the rhythm of life.", + "seed": 29264, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000069/group_9/index_7758_seed_29264_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05461431732401252, + "vlm_logprob": -0.05461431732401252, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.05461431732401252, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013264507055282593 + ], + "opposite_logprob_tokens": [ + -4.3882646560668945 + ], + "logprob_reward": -0.013264507055282593, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013264507055282593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19218969345092773, + 0.09113739430904388, + 0.05287524685263634, + 0.02672974392771721, + 0.21118204295635223, + 0.11793847382068634, + 0.0933360606431961, + 0.03798602521419525, + 0.09404478967189789, + 0.08258049190044403 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.013264507055282593 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006752174347639084 + ], + "opposite_logprob_tokens": [ + -5.006752014160156 + ], + "logprob_reward": -0.006752174347639084, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006752174347639084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15303295850753784, + 0.0972234234213829, + 0.035534799098968506, + 0.015235403552651405, + 0.4064718782901764, + 0.09137585014104843, + 0.05418873205780983, + 0.02949332445859909, + 0.07298193126916885, + 0.044461678713560104 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.006752174347639084 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036201435141265392 + ], + "opposite_logprob_tokens": [ + -5.628620147705078 + ], + "logprob_reward": -0.0036201435141265392, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036201435141265392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18364493548870087, + 0.06692564487457275, + 0.09312673658132553, + 0.09825672209262848, + 0.2506367266178131, + 0.0682678073644638, + 0.11782621592283249, + 0.03321245312690735, + 0.04598408192396164, + 0.042118608951568604 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.0036201435141265392 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905091136693954 + ], + "opposite_logprob_tokens": [ + -2.4640510082244873 + ], + "logprob_reward": -0.08905091136693954, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905091136693954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07575475424528122, + 0.06870141625404358, + 0.020468004047870636, + 0.018907444551587105, + 0.24639302492141724, + 0.25621315836906433, + 0.08789831399917603, + 0.03716074675321579, + 0.1331992745399475, + 0.05530381575226784 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.08905091136693954 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a dense emerald green bamboo forest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems depicted as sleek and upright?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there warm sunlight creating dappled light and shadow on the bamboo?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a close-up shot of a single green bamboo leaf showing visible veins with a golden backlight outline?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan while spots of light drift across the moist, leaf-strewn ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038385033607483 + ], + "opposite_logprob_tokens": [ + -1.9103838205337524 + ], + "logprob_reward": -0.16038385033607483, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038385033607483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10937425494194031, + 0.05716680735349655, + 0.11046642810106277, + 0.03454522043466568, + 0.09600940346717834, + 0.1509615182876587, + 0.1984693855047226, + 0.06205566227436066, + 0.12567780911922455, + 0.055273544043302536 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.16038385033607483 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_0/index_tensor([1372, 1372])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_0/index_tensor([1372, 1372])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6358ba1bee858a4ae71039f48a139fe4da681ee0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_0/index_tensor([1372, 1372])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly high-angled medium shot depicts a figure with a magnificent, flowing white beard and gentle, crinkled eyes, deeply immersed in his work. He crouches over a dark, rustic wooden workbench, its surface bearing the hallmarks of countless years of craftsmanship. The figure is dressed in a classic deep burgundy suit made of plush velvet, with thick, fluffy white fur adorning the sleeves and collar. With his hands clad in pristine white gloves, he carefully places a small, perfectly cubic gift box on the workbench. The box is wrapped in a shimmering royal blue paper that catches the light and adorned with a wide, perfectly tied silver ribbon. Steadily and deliberately, he lowers the gift, carefully positioning it amidst a scattering of tiny five-pointed stars. These stars shimmer with a warm, pulsating golden light, casting magically dancing reflections on the blue paper and illuminating his focused expression. The background blends into a soft, warm bokeh, suggesting a cozy studio filled with unseen wonders, creating an atmosphere of profound tranquility, focus, and quiet, enchanting magic.", + "seed": 1463, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_0/index_1372_seed_1463_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028378430381417276, + "vlm_logprob": -0.028378430381417276, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.028378430381417276, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011479397304356098 + ], + "opposite_logprob_tokens": [ + -4.511479377746582 + ], + "logprob_reward": -0.011479397304356098, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011479397304356098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40567055344581604, + 0.2058975249528885, + 0.06262943148612976, + 0.03192343935370445, + 0.0434698723256588, + 0.032742585986852646, + 0.13509146869182587, + 0.02756115421652794, + 0.03456335887312889, + 0.020450599491596222 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.011479397304356098 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011096080765128136 + ], + "opposite_logprob_tokens": [ + -4.511096000671387 + ], + "logprob_reward": -0.011096080765128136, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011096080765128136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2744152843952179, + 0.07921101897954941, + 0.11156505346298218, + 0.06376928091049194, + 0.05980394035577774, + 0.033831220120191574, + 0.08462070673704147, + 0.061081662774086, + 0.1859639585018158, + 0.04573787748813629 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.011096080765128136 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208110980689526 + ], + "opposite_logprob_tokens": [ + -4.2642083168029785 + ], + "logprob_reward": -0.014208110980689526, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208110980689526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13975484669208527, + 0.08252974599599838, + 0.10724303126335144, + 0.06546994298696518, + 0.04166915640234947, + 0.03573393449187279, + 0.2340746968984604, + 0.06272300332784653, + 0.1125161349773407, + 0.11828550696372986 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.014208110980689526 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904371410608292 + ], + "opposite_logprob_tokens": [ + -2.464043617248535 + ], + "logprob_reward": -0.08904371410608292, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904371410608292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18686191737651825, + 0.08166269958019257, + 0.031423475593328476, + 0.08042707294225693, + 0.017707446590065956, + 0.024173473939299583, + 0.15578366816043854, + 0.06799083948135376, + 0.2766755223274231, + 0.07729390263557434 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.08904371410608292 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064848750829697 + ], + "opposite_logprob_tokens": [ + -4.141064643859863 + ], + "logprob_reward": -0.016064848750829697, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064848750829697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3391548693180084, + 0.10289858281612396, + 0.1313854157924652, + 0.04267362505197525, + 0.06688966602087021, + 0.036944322288036346, + 0.07781775295734406, + 0.0439639687538147, + 0.08633740991353989, + 0.07193439453840256 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.016064848750829697 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled medium shot depicts a figure with a magnificent, flowing white beard and gentle, crinkled eyes, deeply immersed in his work. He crouches over a dark, rustic wooden workbench, its surface bearing the hallmarks of countless years of craftsmanship. The figure is dressed in a classic deep burgundy suit made of plush velvet, with thick, fluffy white fur adorning the sleeves and collar. With his hands clad in pristine white gloves, he carefully places a small, perfectly cubic gift box on the workbench. The box is wrapped in a shimmering royal blue paper that catches the light and adorned with a wide, perfectly tied silver ribbon. Steadily and deliberately, he lowers the gift, carefully positioning it amidst a scattering of tiny five-pointed stars. These stars shimmer with a warm, pulsating golden light, casting magically dancing reflections on the blue paper and illuminating his focused expression. The background blends into a soft, warm bokeh, suggesting a cozy studio filled with unseen wonders, creating an atmosphere of profound tranquility, focus, and quiet, enchanting magic.", + "seed": 1464, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_0/index_1372_seed_1464_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10275133736431599, + "vlm_logprob": -0.10275133736431599, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.10275133736431599, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.429406076669693 + ], + "opposite_logprob_tokens": [ + -1.0544060468673706 + ], + "logprob_reward": -0.429406076669693, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.429406076669693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15381282567977905, + 0.09019734710454941, + 0.11957265436649323, + 0.014959702268242836, + 0.06393620371818542, + 0.034290801733732224, + 0.1471504122018814, + 0.20816034078598022, + 0.04496815800666809, + 0.12295150011777878 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.429406076669693 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870576038956642 + ], + "opposite_logprob_tokens": [ + -3.048705816268921 + ], + "logprob_reward": -0.04870576038956642, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870576038956642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15071094036102295, + 0.05683731660246849, + 0.298194944858551, + 0.02133231796324253, + 0.07285650819540024, + 0.057628028094768524, + 0.08191028982400894, + 0.06482967734336853, + 0.05033339560031891, + 0.14536651968955994 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.04870576038956642 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791559539735317 + ], + "opposite_logprob_tokens": [ + -4.634791374206543 + ], + "logprob_reward": -0.009791559539735317, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791559539735317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18854175508022308, + 0.22105884552001953, + 0.149983748793602, + 0.019078649580478668, + 0.044862449169158936, + 0.06231246888637543, + 0.0648522824048996, + 0.07470198720693588, + 0.04870649054646492, + 0.12590131163597107 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.009791559539735317 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607270911335945 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.01607270911335945, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607270911335945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08951130509376526, + 0.05755090340971947, + 0.1994331032037735, + 0.008108901791274548, + 0.026717165485024452, + 0.04445701092481613, + 0.23821070790290833, + 0.07941795885562897, + 0.20261801779270172, + 0.053974948823451996 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.01607270911335945 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978058110922575 + ], + "opposite_logprob_tokens": [ + -4.634780406951904 + ], + "logprob_reward": -0.00978058110922575, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978058110922575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22056446969509125, + 0.14874382317066193, + 0.1945042610168457, + 0.03256896510720253, + 0.08308698236942291, + 0.08130201697349548, + 0.03724435716867447, + 0.08822984993457794, + 0.06008220463991165, + 0.05367305129766464 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.00978058110922575 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled medium shot depicts a figure with a magnificent, flowing white beard and gentle, crinkled eyes, deeply immersed in his work. He crouches over a dark, rustic wooden workbench, its surface bearing the hallmarks of countless years of craftsmanship. The figure is dressed in a classic deep burgundy suit made of plush velvet, with thick, fluffy white fur adorning the sleeves and collar. With his hands clad in pristine white gloves, he carefully places a small, perfectly cubic gift box on the workbench. The box is wrapped in a shimmering royal blue paper that catches the light and adorned with a wide, perfectly tied silver ribbon. Steadily and deliberately, he lowers the gift, carefully positioning it amidst a scattering of tiny five-pointed stars. These stars shimmer with a warm, pulsating golden light, casting magically dancing reflections on the blue paper and illuminating his focused expression. The background blends into a soft, warm bokeh, suggesting a cozy studio filled with unseen wonders, creating an atmosphere of profound tranquility, focus, and quiet, enchanting magic.", + "seed": 1465, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_0/index_1372_seed_1465_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07292314693331718, + "vlm_logprob": -0.07292314693331718, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.07292314693331718, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021187398582696915 + ], + "opposite_logprob_tokens": [ + -3.8961873054504395 + ], + "logprob_reward": -0.021187398582696915, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021187398582696915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22519390285015106, + 0.061322830617427826, + 0.038767144083976746, + 0.05426705256104469, + 0.12521667778491974, + 0.10349415242671967, + 0.18393735587596893, + 0.13608776032924652, + 0.040211271494627, + 0.03150181099772453 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.021187398582696915 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0550287663936615 + ], + "opposite_logprob_tokens": [ + -2.9300286769866943 + ], + "logprob_reward": -0.0550287663936615, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0550287663936615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09174638241529465, + 0.05404215306043625, + 0.08990398049354553, + 0.15676994621753693, + 0.1708914339542389, + 0.18207798898220062, + 0.07849064469337463, + 0.038506463170051575, + 0.10534781217575073, + 0.03222312405705452 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.0550287663936615 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038135167211294174 + ], + "opposite_logprob_tokens": [ + -3.288135051727295 + ], + "logprob_reward": -0.038135167211294174, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038135167211294174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061708297580480576, + 0.10629855841398239, + 0.03641054779291153, + 0.06981191784143448, + 0.10999365150928497, + 0.05707241967320442, + 0.38115939497947693, + 0.10948021709918976, + 0.04342731833457947, + 0.024637669324874878 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.038135167211294174 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160746574401855 + ], + "opposite_logprob_tokens": [ + -1.7016074657440186 + ], + "logprob_reward": -0.20160746574401855, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160746574401855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09760788083076477, + 0.06659901142120361, + 0.04440060630440712, + 0.027186132967472076, + 0.09608817845582962, + 0.13175876438617706, + 0.3762657046318054, + 0.08203466981649399, + 0.0372004471719265, + 0.040858589112758636 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.20160746574401855 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865693673491478 + ], + "opposite_logprob_tokens": [ + -3.048656940460205 + ], + "logprob_reward": -0.04865693673491478, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865693673491478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1097630113363266, + 0.21819159388542175, + 0.10967022180557251, + 0.08163980394601822, + 0.1688757985830307, + 0.06338145583868027, + 0.046301957219839096, + 0.11770784109830856, + 0.05414119362831116, + 0.030327079817652702 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.04865693673491478 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angled medium shot depicts a figure with a magnificent, flowing white beard and gentle, crinkled eyes, deeply immersed in his work. He crouches over a dark, rustic wooden workbench, its surface bearing the hallmarks of countless years of craftsmanship. The figure is dressed in a classic deep burgundy suit made of plush velvet, with thick, fluffy white fur adorning the sleeves and collar. With his hands clad in pristine white gloves, he carefully places a small, perfectly cubic gift box on the workbench. The box is wrapped in a shimmering royal blue paper that catches the light and adorned with a wide, perfectly tied silver ribbon. Steadily and deliberately, he lowers the gift, carefully positioning it amidst a scattering of tiny five-pointed stars. These stars shimmer with a warm, pulsating golden light, casting magically dancing reflections on the blue paper and illuminating his focused expression. The background blends into a soft, warm bokeh, suggesting a cozy studio filled with unseen wonders, creating an atmosphere of profound tranquility, focus, and quiet, enchanting magic.", + "seed": 1466, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_0/index_1372_seed_1466_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09714380279183388, + "vlm_logprob": -0.09714380279183388, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.09714380279183388, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34890317916870117 + ], + "opposite_logprob_tokens": [ + -1.2239031791687012 + ], + "logprob_reward": -0.34890317916870117, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34890317916870117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0844329297542572, + 0.3901459872722626, + 0.0742960199713707, + 0.04513183608651161, + 0.030940424650907516, + 0.05579067021608353, + 0.1425677090883255, + 0.03747164458036423, + 0.10080500692129135, + 0.0384177602827549 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.34890317916870117 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310164973139763 + ], + "opposite_logprob_tokens": [ + -3.1681015491485596 + ], + "logprob_reward": -0.04310164973139763, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310164973139763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12084873765707016, + 0.48625025153160095, + 0.0589505098760128, + 0.06349510699510574, + 0.0433569960296154, + 0.05240081250667572, + 0.027808308601379395, + 0.030643058940768242, + 0.04529339075088501, + 0.07095284759998322 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.04310164973139763 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811003640294075 + ], + "opposite_logprob_tokens": [ + -3.2881100177764893 + ], + "logprob_reward": -0.03811003640294075, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811003640294075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42524027824401855, + 0.06503469496965408, + 0.05128171667456627, + 0.12042354047298431, + 0.0744500458240509, + 0.04514655843377113, + 0.04841575771570206, + 0.04229890555143356, + 0.09552093595266342, + 0.03218759968876839 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.03811003640294075 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306785389780998 + ], + "opposite_logprob_tokens": [ + -3.1680679321289062 + ], + "logprob_reward": -0.04306785389780998, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306785389780998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0673389807343483, + 0.19134275615215302, + 0.14881402254104614, + 0.056560173630714417, + 0.11140169203281403, + 0.0963580459356308, + 0.04583453759551048, + 0.04478997364640236, + 0.19411492347717285, + 0.0434449128806591 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.04306785389780998 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a figure with a white beard and crinkled eyes wearing a deep burgundy velvet suit with white fur trim?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure crouching over a dark rustic wooden workbench while wearing white gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the figure place a small cubic gift box wrapped in royal blue paper with a silver ribbon onto the workbench?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny five-pointed stars with warm pulsating golden light visible on the workbench near the gift box?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, slightly high-angled medium shot with a soft warm bokeh background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536294758319855 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536294758319855, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536294758319855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04746310040354729, + 0.6303693652153015, + 0.02925124019384384, + 0.09903034567832947, + 0.07292824238538742, + 0.05722721293568611, + 0.009423892013728619, + 0.016157394275069237, + 0.026630081236362457, + 0.011519177816808224 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.012536294758319855 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_1/index_tensor([6140, 6140])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_1/index_tensor([6140, 6140])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..78155160c43e7b207eba0ddd16dea457ce6570e3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_1/index_tensor([6140, 6140])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An epic overhead long shot, the camera slowly but steadily zooms forward, deep within a roiling, apocalyptic storm cloud dominated by thunder and lightning. Beneath this chaotic sky, two enormous dragons engage in a mortal conflict, their massive bodies entwined in a deadly spiral. One dragon's slender, serpentine body is covered in bronze metallic scales, each gleaming beneath the violet lightning that streaks across the sky. The other, covered in jagged obsidian scales that seem to devour light, its eyes blazing crimson with primal fury. They writhe and tangle within a dense, icy mist, their massive forms sometimes completely obscured by the grayish-white fog, sometimes suddenly revealed in the next flash of lightning, revealing the brutal moment their claws sink into each other's flesh. Every roar of thunder seems to be the roar of their fight. The whole picture is full of tension, wildness and magnificent epic feeling. The color tone is cold and only illuminated by the momentary flashes of lightning and dragon scales.", + "seed": 2928, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_1/index_6140_seed_2928_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.25735921040177345, + "vlm_logprob": -0.25735921040177345, + "vlm_yes_no_margin": 1.575, + "vlm_token_credit": -0.25735921040177345, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7062593102455139 + ], + "opposite_logprob_tokens": [ + -0.7062593102455139 + ], + "logprob_reward": -0.7062593102455139, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7062593102455139, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16562201082706451, + 0.060802534222602844, + 0.0527060441672802, + 0.11561404168605804, + 0.08388955891132355, + 0.08488264679908752, + 0.04344192519783974, + 0.2645623981952667, + 0.06940421462059021, + 0.05907461419701576 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.7062593102455139 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990489304065704 + ], + "opposite_logprob_tokens": [ + -1.8049049377441406 + ], + "logprob_reward": -0.17990489304065704, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990489304065704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17619769275188446, + 0.11134092509746552, + 0.16798794269561768, + 0.11072100698947906, + 0.02504737675189972, + 0.04209861159324646, + 0.06186327710747719, + 0.13870367407798767, + 0.1208474338054657, + 0.04519209638237953 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.17990489304065704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062053997069597244 + ], + "opposite_logprob_tokens": [ + -2.812053918838501 + ], + "logprob_reward": -0.062053997069597244, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062053997069597244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31697121262550354, + 0.05269521474838257, + 0.12035942077636719, + 0.09757302701473236, + 0.028490664437413216, + 0.056908831000328064, + 0.04478054866194725, + 0.07357554882764816, + 0.08272446691989899, + 0.12592098116874695 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.062053997069597244 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22563326358795166 + ], + "opposite_logprob_tokens": [ + -1.6006332635879517 + ], + "logprob_reward": -0.22563326358795166, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22563326358795166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20665737986564636, + 0.0394841730594635, + 0.06985270231962204, + 0.041489239782094955, + 0.09984461218118668, + 0.05770483985543251, + 0.08054836839437485, + 0.31147411465644836, + 0.05521441623568535, + 0.03773018717765808 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.22563326358795166 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129445880651474 + ], + "opposite_logprob_tokens": [ + -2.2379446029663086 + ], + "logprob_reward": -0.1129445880651474, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129445880651474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20043018460273743, + 0.10164652019739151, + 0.1574433296918869, + 0.0320390947163105, + 0.03811267763376236, + 0.02338978461921215, + 0.12015039473772049, + 0.06432484835386276, + 0.21739356219768524, + 0.045069605112075806 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.1129445880651474 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic overhead long shot, the camera slowly but steadily zooms forward, deep within a roiling, apocalyptic storm cloud dominated by thunder and lightning. Beneath this chaotic sky, two enormous dragons engage in a mortal conflict, their massive bodies entwined in a deadly spiral. One dragon's slender, serpentine body is covered in bronze metallic scales, each gleaming beneath the violet lightning that streaks across the sky. The other, covered in jagged obsidian scales that seem to devour light, its eyes blazing crimson with primal fury. They writhe and tangle within a dense, icy mist, their massive forms sometimes completely obscured by the grayish-white fog, sometimes suddenly revealed in the next flash of lightning, revealing the brutal moment their claws sink into each other's flesh. Every roar of thunder seems to be the roar of their fight. The whole picture is full of tension, wildness and magnificent epic feeling. The color tone is cold and only illuminated by the momentary flashes of lightning and dragon scales.", + "seed": 2929, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_1/index_6140_seed_2929_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4096652463078499, + "vlm_logprob": -0.4096652463078499, + "vlm_yes_no_margin": 1.225, + "vlm_token_credit": -0.4096652463078499, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3203492164611816 + ], + "opposite_logprob_tokens": [ + -0.32034921646118164 + ], + "logprob_reward": -1.3203492164611816, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3203492164611816, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14452113211154938, + 0.035596802830696106, + 0.10662964731454849, + 0.09889376908540726, + 0.12876799702644348, + 0.2762579321861267, + 0.07642999291419983, + 0.01623505726456642, + 0.03766879439353943, + 0.07899891585111618 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -1.3203492164611816 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25211915373802185 + ], + "opposite_logprob_tokens": [ + -1.5021191835403442 + ], + "logprob_reward": -0.25211915373802185, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25211915373802185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1795957237482071, + 0.05304129421710968, + 0.18939590454101562, + 0.10599256306886673, + 0.095035620033741, + 0.17842335999011993, + 0.08560819178819656, + 0.06400015205144882, + 0.010752497240900993, + 0.03815470263361931 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.25211915373802185 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048662953078746796 + ], + "opposite_logprob_tokens": [ + -3.0486629009246826 + ], + "logprob_reward": -0.048662953078746796, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048662953078746796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1021682620048523, + 0.045670557767152786, + 0.25679218769073486, + 0.09076908230781555, + 0.09868330508470535, + 0.057682786136865616, + 0.09423048794269562, + 0.07272294163703918, + 0.04687997326254845, + 0.13440042734146118 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.048662953078746796 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22562193870544434 + ], + "opposite_logprob_tokens": [ + -1.6006219387054443 + ], + "logprob_reward": -0.22562193870544434, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22562193870544434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09098614007234573, + 0.06274048984050751, + 0.10148277133703232, + 0.08783245086669922, + 0.11242347955703735, + 0.19323024153709412, + 0.11571383476257324, + 0.05864905193448067, + 0.05313257500529289, + 0.12380889058113098 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.22562193870544434 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015729695558548 + ], + "opposite_logprob_tokens": [ + -1.7015730142593384 + ], + "logprob_reward": -0.2015729695558548, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015729695558548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11628831177949905, + 0.04656780883669853, + 0.19516699016094208, + 0.044620756059885025, + 0.04662729799747467, + 0.12029337882995605, + 0.05988681688904762, + 0.044369954615831375, + 0.09636534005403519, + 0.22981330752372742 + ], + "top_frames": [ + 9, + 2, + 5 + ], + "selected_reward": -0.2015729695558548 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic overhead long shot, the camera slowly but steadily zooms forward, deep within a roiling, apocalyptic storm cloud dominated by thunder and lightning. Beneath this chaotic sky, two enormous dragons engage in a mortal conflict, their massive bodies entwined in a deadly spiral. One dragon's slender, serpentine body is covered in bronze metallic scales, each gleaming beneath the violet lightning that streaks across the sky. The other, covered in jagged obsidian scales that seem to devour light, its eyes blazing crimson with primal fury. They writhe and tangle within a dense, icy mist, their massive forms sometimes completely obscured by the grayish-white fog, sometimes suddenly revealed in the next flash of lightning, revealing the brutal moment their claws sink into each other's flesh. Every roar of thunder seems to be the roar of their fight. The whole picture is full of tension, wildness and magnificent epic feeling. The color tone is cold and only illuminated by the momentary flashes of lightning and dragon scales.", + "seed": 2930, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_1/index_6140_seed_2930_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2731900759041309, + "vlm_logprob": -0.2731900759041309, + "vlm_yes_no_margin": 1.674999976158142, + "vlm_token_credit": -0.2731900759041309, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9037193059921265 + ], + "opposite_logprob_tokens": [ + -0.5287193059921265 + ], + "logprob_reward": -0.9037193059921265, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9037193059921265, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2074531614780426, + 0.18832381069660187, + 0.07638537883758545, + 0.14323565363883972, + 0.06774783134460449, + 0.10988033562898636, + 0.04512267932295799, + 0.029923876747488976, + 0.0688835009932518, + 0.0630437508225441 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.9037193059921265 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705834209918976 + ], + "opposite_logprob_tokens": [ + -2.127058267593384 + ], + "logprob_reward": -0.12705834209918976, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12705834209918976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2571865916252136, + 0.046805158257484436, + 0.12713505327701569, + 0.044961921870708466, + 0.09085103124380112, + 0.0792369470000267, + 0.05654142424464226, + 0.07318663597106934, + 0.07697686553001404, + 0.14711837470531464 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.12705834209918976 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495305731892586 + ], + "opposite_logprob_tokens": [ + -2.929953098297119 + ], + "logprob_reward": -0.05495305731892586, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495305731892586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10520591586828232, + 0.1702844649553299, + 0.07418957352638245, + 0.07341042906045914, + 0.13903965055942535, + 0.04141621291637421, + 0.050201017409563065, + 0.08869729191064835, + 0.09558762609958649, + 0.16196779906749725 + ], + "top_frames": [ + 1, + 9, + 4 + ], + "selected_reward": -0.05495305731892586 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991603910923004 + ], + "opposite_logprob_tokens": [ + -1.8049160242080688 + ], + "logprob_reward": -0.17991603910923004, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991603910923004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09300308674573898, + 0.1639610230922699, + 0.04939762130379677, + 0.025014763697981834, + 0.14498448371887207, + 0.06806940585374832, + 0.032108236104249954, + 0.11417627334594727, + 0.19590716063976288, + 0.11337801814079285 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.17991603910923004 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030363500118256 + ], + "opposite_logprob_tokens": [ + -2.3503036499023438 + ], + "logprob_reward": -0.10030363500118256, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030363500118256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4407294988632202, + 0.09782098233699799, + 0.051796816289424896, + 0.024345582351088524, + 0.1261376589536667, + 0.08870086818933487, + 0.013071360997855663, + 0.05257171392440796, + 0.045906662940979004, + 0.058918919414281845 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.10030363500118256 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An epic overhead long shot, the camera slowly but steadily zooms forward, deep within a roiling, apocalyptic storm cloud dominated by thunder and lightning. Beneath this chaotic sky, two enormous dragons engage in a mortal conflict, their massive bodies entwined in a deadly spiral. One dragon's slender, serpentine body is covered in bronze metallic scales, each gleaming beneath the violet lightning that streaks across the sky. The other, covered in jagged obsidian scales that seem to devour light, its eyes blazing crimson with primal fury. They writhe and tangle within a dense, icy mist, their massive forms sometimes completely obscured by the grayish-white fog, sometimes suddenly revealed in the next flash of lightning, revealing the brutal moment their claws sink into each other's flesh. Every roar of thunder seems to be the roar of their fight. The whole picture is full of tension, wildness and magnificent epic feeling. The color tone is cold and only illuminated by the momentary flashes of lightning and dragon scales.", + "seed": 2931, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_1/index_6140_seed_2931_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1544225722551346, + "vlm_logprob": -0.1544225722551346, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.1544225722551346, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3238183856010437 + ], + "opposite_logprob_tokens": [ + -1.3238184452056885 + ], + "logprob_reward": -0.3238183856010437, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3238183856010437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07330416142940521, + 0.13070188462734222, + 0.07012596726417542, + 0.3242265284061432, + 0.09679772704839706, + 0.09249362349510193, + 0.11855345219373703, + 0.026340514421463013, + 0.023450788110494614, + 0.044005416333675385 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.3238183856010437 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156069099903107 + ], + "opposite_logprob_tokens": [ + -1.7015607357025146 + ], + "logprob_reward": -0.20156069099903107, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156069099903107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06911765038967133, + 0.10342475026845932, + 0.16201633214950562, + 0.06414755433797836, + 0.22424200177192688, + 0.15941955149173737, + 0.05211743339896202, + 0.028597630560398102, + 0.07213492691516876, + 0.06478213518857956 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.20156069099903107 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048651598393917084 + ], + "opposite_logprob_tokens": [ + -3.048651695251465 + ], + "logprob_reward": -0.048651598393917084, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048651598393917084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19929446280002594, + 0.1251244693994522, + 0.1265200823545456, + 0.1199788823723793, + 0.052317842841148376, + 0.07917305082082748, + 0.11363384872674942, + 0.05289692059159279, + 0.05388415604829788, + 0.07717634737491608 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.048651598393917084 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798999160528183 + ], + "opposite_logprob_tokens": [ + -1.8048999309539795 + ], + "logprob_reward": -0.1798999160528183, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798999160528183, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07603663951158524, + 0.10662121325731277, + 0.08253467082977295, + 0.05012444406747818, + 0.19486583769321442, + 0.04265880957245827, + 0.16804401576519012, + 0.09499622881412506, + 0.08228939771652222, + 0.1018286943435669 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.1798999160528183 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and steadily zoom forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two enormous dragons visible engaging in a mortal conflict?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one dragon covered in bronze metallic scales and the other in jagged obsidian scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a roiling apocalyptic storm cloud with thunder and lightning?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182270228862762 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.018182270228862762, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018182270228862762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38661590218544006, + 0.10856220871210098, + 0.06508933007717133, + 0.04140038415789604, + 0.1702398806810379, + 0.03291039541363716, + 0.06740586459636688, + 0.022522272542119026, + 0.039865221828222275, + 0.065388523042202 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.018182270228862762 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_10/index_tensor([5360, 5360])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_10/index_tensor([5360, 5360])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..221abdff411422bd3e7954987e5cb739f207e3c5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_10/index_tensor([5360, 5360])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic medium-long shot, shot from a slightly upward angle, the camera pans rapidly to the right, closely following a figure with enormous wings. This figure's vast, shimmering white wings, nearly spanning the entire frame, are gleaming. A slender, gender-ambiguous figure, clad in gleaming, tightly fitting silver armor, its face a look of intense concentration. Amidst a vast expanse of void-like darkness, the figure's enormous wings fold tightly back, and its entire form instantly disintegrates into a dazzling stream of golden-white light. This stream of light tears through the darkness at incredible speed, colliding violently at a single point, revealing a previously invisible, translucent energy barrier. From the point of contact, the shield ripples violently outward, forming concentric circles of crackling, blue-violet arcing energy. The golden-white light is momentarily blocked, its brilliant energy scattering in the impact, disintegrating into thousands of tiny, glowing embers that slowly dissipate into the void. The entire scene is bathed in the harsh, high-contrast light of this magical collision, creating a breathtaking, epic atmosphere of raw power clashing with impenetrable defenses.", + "seed": 31135, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_10/index_5360_seed_31135_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.055156249552965164, + "vlm_logprob": -0.055156249552965164, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.055156249552965164, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06859388202428818 + ], + "opposite_logprob_tokens": [ + -2.818593978881836 + ], + "logprob_reward": -0.06859388202428818, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06859388202428818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11694453656673431, + 0.026357239112257957, + 0.03003845363855362, + 0.13755609095096588, + 0.06549552083015442, + 0.3906986713409424, + 0.05210413038730621, + 0.03647169843316078, + 0.06039923429489136, + 0.08393440395593643 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.06859388202428818 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17994751036167145 + ], + "opposite_logprob_tokens": [ + -1.8049474954605103 + ], + "logprob_reward": -0.17994751036167145, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17994751036167145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03241964802145958, + 0.021772872656583786, + 0.015675604343414307, + 0.03644409403204918, + 0.07049372792243958, + 0.4125429391860962, + 0.1997176855802536, + 0.04643932729959488, + 0.059029705822467804, + 0.1054643839597702 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.17994751036167145 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255230512470007 + ], + "opposite_logprob_tokens": [ + -4.387552261352539 + ], + "logprob_reward": -0.01255230512470007, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255230512470007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0191870778799057, + 0.019038205966353416, + 0.028510818257927895, + 0.09788844734430313, + 0.03149350360035896, + 0.58308345079422, + 0.016465073451399803, + 0.058044105768203735, + 0.03213588520884514, + 0.11415348947048187 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.01255230512470007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003616699017584324 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.003616699017584324, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003616699017584324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04715628921985626, + 0.02563623897731304, + 0.028080442920327187, + 0.05370132997632027, + 0.044925808906555176, + 0.3582209646701813, + 0.0741986632347107, + 0.06411368399858475, + 0.07698753476142883, + 0.22697903215885162 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.003616699017584324 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070851236581802 + ], + "opposite_logprob_tokens": [ + -4.511070728302002 + ], + "logprob_reward": -0.011070851236581802, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070851236581802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.016278769820928574, + 0.022030362859368324, + 0.010384887456893921, + 0.012517906725406647, + 0.017904113978147507, + 0.67605060338974, + 0.038081273436546326, + 0.060293737798929214, + 0.08268973976373672, + 0.06376863270998001 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.011070851236581802 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic medium-long shot, shot from a slightly upward angle, the camera pans rapidly to the right, closely following a figure with enormous wings. This figure's vast, shimmering white wings, nearly spanning the entire frame, are gleaming. A slender, gender-ambiguous figure, clad in gleaming, tightly fitting silver armor, its face a look of intense concentration. Amidst a vast expanse of void-like darkness, the figure's enormous wings fold tightly back, and its entire form instantly disintegrates into a dazzling stream of golden-white light. This stream of light tears through the darkness at incredible speed, colliding violently at a single point, revealing a previously invisible, translucent energy barrier. From the point of contact, the shield ripples violently outward, forming concentric circles of crackling, blue-violet arcing energy. The golden-white light is momentarily blocked, its brilliant energy scattering in the impact, disintegrating into thousands of tiny, glowing embers that slowly dissipate into the void. The entire scene is bathed in the harsh, high-contrast light of this magical collision, creating a breathtaking, epic atmosphere of raw power clashing with impenetrable defenses.", + "seed": 31136, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_10/index_5360_seed_31136_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04892456466332078, + "vlm_logprob": -0.04892456466332078, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.04892456466332078, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06518890708684921 + ], + "opposite_logprob_tokens": [ + -2.8151888847351074 + ], + "logprob_reward": -0.06518890708684921, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06518890708684921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26890161633491516, + 0.11856690049171448, + 0.07258100062608719, + 0.042121801525354385, + 0.1475609838962555, + 0.05182209610939026, + 0.06023603305220604, + 0.057724516838788986, + 0.09501036256551743, + 0.08547468483448029 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.06518890708684921 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284779131412506 + ], + "opposite_logprob_tokens": [ + -2.017847776412964 + ], + "logprob_reward": -0.14284779131412506, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14284779131412506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21182504296302795, + 0.2559918761253357, + 0.07503390312194824, + 0.04420897737145424, + 0.0792083889245987, + 0.10295722633600235, + 0.07487164437770844, + 0.08130147308111191, + 0.034794922918081284, + 0.03980650752782822 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.14284779131412506 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023311715573072433 + ], + "opposite_logprob_tokens": [ + -3.7733116149902344 + ], + "logprob_reward": -0.023311715573072433, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023311715573072433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33249983191490173, + 0.12278886884450912, + 0.04705071076750755, + 0.04215656965970993, + 0.23024174571037292, + 0.04454563185572624, + 0.05078291520476341, + 0.03747858852148056, + 0.02249363251030445, + 0.06996147334575653 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.023311715573072433 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863863155245781 + ], + "opposite_logprob_tokens": [ + -4.758638858795166 + ], + "logprob_reward": -0.00863863155245781, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863863155245781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1673503816127777, + 0.07828456908464432, + 0.11417286098003387, + 0.0911266878247261, + 0.1806745082139969, + 0.09710144996643066, + 0.05706260725855827, + 0.051359355449676514, + 0.03864879161119461, + 0.12421876192092896 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.00863863155245781 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635777790099382 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635777790099382, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635777790099382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14765331149101257, + 0.08781404048204422, + 0.040537040680646896, + 0.044054776430130005, + 0.08014208823442459, + 0.046888332813978195, + 0.09552089869976044, + 0.16758853197097778, + 0.15086789429187775, + 0.13893309235572815 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.004635777790099382 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic medium-long shot, shot from a slightly upward angle, the camera pans rapidly to the right, closely following a figure with enormous wings. This figure's vast, shimmering white wings, nearly spanning the entire frame, are gleaming. A slender, gender-ambiguous figure, clad in gleaming, tightly fitting silver armor, its face a look of intense concentration. Amidst a vast expanse of void-like darkness, the figure's enormous wings fold tightly back, and its entire form instantly disintegrates into a dazzling stream of golden-white light. This stream of light tears through the darkness at incredible speed, colliding violently at a single point, revealing a previously invisible, translucent energy barrier. From the point of contact, the shield ripples violently outward, forming concentric circles of crackling, blue-violet arcing energy. The golden-white light is momentarily blocked, its brilliant energy scattering in the impact, disintegrating into thousands of tiny, glowing embers that slowly dissipate into the void. The entire scene is bathed in the harsh, high-contrast light of this magical collision, creating a breathtaking, epic atmosphere of raw power clashing with impenetrable defenses.", + "seed": 31137, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_10/index_5360_seed_31137_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.037102880561724304, + "vlm_logprob": -0.037102880561724304, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.037102880561724304, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05268995836377144 + ], + "opposite_logprob_tokens": [ + -3.052690029144287 + ], + "logprob_reward": -0.05268995836377144, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05268995836377144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5037119388580322, + 0.06422995775938034, + 0.0786425843834877, + 0.10401643067598343, + 0.09342707693576813, + 0.03294416144490242, + 0.043951697647571564, + 0.02786801941692829, + 0.024691050872206688, + 0.026517044752836227 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.05268995836377144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297163367271423 + ], + "opposite_logprob_tokens": [ + -2.237971544265747 + ], + "logprob_reward": -0.11297163367271423, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297163367271423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28282594680786133, + 0.042488668113946915, + 0.0597425252199173, + 0.0818069577217102, + 0.04597070440649986, + 0.09235299378633499, + 0.1982240080833435, + 0.09080434590578079, + 0.06827843189239502, + 0.03750547021627426 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.11297163367271423 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088535189628601 + ], + "opposite_logprob_tokens": [ + -4.5110883712768555 + ], + "logprob_reward": -0.011088535189628601, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088535189628601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2415776252746582, + 0.15892617404460907, + 0.2183917611837387, + 0.06787526607513428, + 0.06242504343390465, + 0.058440033346414566, + 0.03137355297803879, + 0.03403429687023163, + 0.05183566361665726, + 0.07512059807777405 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.011088535189628601 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028183048125356436 + ], + "opposite_logprob_tokens": [ + -5.8778181076049805 + ], + "logprob_reward": -0.0028183048125356436, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028183048125356436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2675000727176666, + 0.07934647053480148, + 0.05692020058631897, + 0.03906495124101639, + 0.048474762588739395, + 0.10210893303155899, + 0.13494466245174408, + 0.18373483419418335, + 0.04482458531856537, + 0.04308055713772774 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0028183048125356436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005945970769971609 + ], + "opposite_logprob_tokens": [ + -5.130946159362793 + ], + "logprob_reward": -0.005945970769971609, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005945970769971609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14045453071594238, + 0.05996090546250343, + 0.05589393898844719, + 0.03909310698509216, + 0.040678802877664566, + 0.06969455629587173, + 0.25646302103996277, + 0.08115559071302414, + 0.13883130252361298, + 0.11777424812316895 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.005945970769971609 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic medium-long shot, shot from a slightly upward angle, the camera pans rapidly to the right, closely following a figure with enormous wings. This figure's vast, shimmering white wings, nearly spanning the entire frame, are gleaming. A slender, gender-ambiguous figure, clad in gleaming, tightly fitting silver armor, its face a look of intense concentration. Amidst a vast expanse of void-like darkness, the figure's enormous wings fold tightly back, and its entire form instantly disintegrates into a dazzling stream of golden-white light. This stream of light tears through the darkness at incredible speed, colliding violently at a single point, revealing a previously invisible, translucent energy barrier. From the point of contact, the shield ripples violently outward, forming concentric circles of crackling, blue-violet arcing energy. The golden-white light is momentarily blocked, its brilliant energy scattering in the impact, disintegrating into thousands of tiny, glowing embers that slowly dissipate into the void. The entire scene is bathed in the harsh, high-contrast light of this magical collision, creating a breathtaking, epic atmosphere of raw power clashing with impenetrable defenses.", + "seed": 31138, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_10/index_5360_seed_31138_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06800253093242645, + "vlm_logprob": -0.06800253093242645, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.06800253093242645, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08951090276241302 + ], + "opposite_logprob_tokens": [ + -2.589510917663574 + ], + "logprob_reward": -0.08951090276241302, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08951090276241302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16549500823020935, + 0.22478459775447845, + 0.17265968024730682, + 0.14996935427188873, + 0.04314061626791954, + 0.06884092837572098, + 0.035131316632032394, + 0.04819682985544205, + 0.05065635219216347, + 0.04112531617283821 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.08951090276241302 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16043563187122345 + ], + "opposite_logprob_tokens": [ + -1.910435676574707 + ], + "logprob_reward": -0.16043563187122345, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16043563187122345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08661624789237976, + 0.1595219075679779, + 0.30820533633232117, + 0.10693950951099396, + 0.10527375340461731, + 0.09001661092042923, + 0.020602377131581306, + 0.05592738464474678, + 0.022711845114827156, + 0.04418503865599632 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.16043563187122345 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06213914230465889 + ], + "opposite_logprob_tokens": [ + -2.8121390342712402 + ], + "logprob_reward": -0.06213914230465889, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06213914230465889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09970902651548386, + 0.294812947511673, + 0.3229646682739258, + 0.10716564208269119, + 0.049511536955833435, + 0.05498727411031723, + 0.019103867933154106, + 0.012132302857935429, + 0.01139429397881031, + 0.028218431398272514 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.06213914230465889 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464111752808094 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.00464111752808094, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464111752808094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06090882793068886, + 0.1934741884469986, + 0.2025681436061859, + 0.14014694094657898, + 0.095656618475914, + 0.04293311387300491, + 0.04538625478744507, + 0.05512164905667305, + 0.07625025510787964, + 0.087553970515728 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.00464111752808094 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium-long shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan rapidly to the right while following a figure with enormous wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the figure clad in gleaming, tightly fitting silver armor with a look of intense concentration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the figure's vast, shimmering white wings fold tightly back and disintegrate into a stream of golden-white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the golden-white light collide with a translucent energy barrier, causing blue-violet arcing energy to ripple outward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328586019575596 + ], + "opposite_logprob_tokens": [ + -3.7732858657836914 + ], + "logprob_reward": -0.02328586019575596, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328586019575596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058291103690862656, + 0.1242789626121521, + 0.0569097176194191, + 0.06280400604009628, + 0.11046699434518814, + 0.03615032136440277, + 0.07063335925340652, + 0.1313227117061615, + 0.16906367242336273, + 0.1800791174173355 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.02328586019575596 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_11/index_tensor([5829, 5829])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_11/index_tensor([5829, 5829])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c603aaf47014ab0f9988ddc29be534d56ea7c6b7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_11/index_tensor([5829, 5829])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning overhead close-up shot, the camera motionless, focuses on the broth boiling fiercely in a traditional brass hot pot. The rich, crimson oil simmers within, countless bubbles violently bursting from the bottom and popping at the surface, pushing spices like dried chilies, Sichuan peppercorns, and star anise up and down in the scalding liquid. Thick, white steam curls upward from the pot's mouth, swirling toward the camera and casting a soft, hazy filter over the image. A low-hanging, warm yellow chandelier provides the sole source of light, its warm glow filtering through the steam and making the orange-red broth appear particularly lustrous, reflecting captivating highlights off the weathered brass pot's walls. The scene is bathed in a warm palette, dominated by rich orange-red and warm yellow, creating a deeply alluring, nostalgic, retro atmosphere imbued with the essence of everyday life.", + "seed": 4880, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_11/index_5829_seed_4880_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17836880311369896, + "vlm_logprob": -0.17836880311369896, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.17836880311369896, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03728417307138443 + ], + "opposite_logprob_tokens": [ + -3.6622841358184814 + ], + "logprob_reward": -0.03728417307138443, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03728417307138443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15752112865447998, + 0.07012729346752167, + 0.0798206552863121, + 0.07530000060796738, + 0.10093051195144653, + 0.09482496976852417, + 0.04849199950695038, + 0.06930597871541977, + 0.2466416358947754, + 0.05703578516840935 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.03728417307138443 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8262075185775757 + ], + "opposite_logprob_tokens": [ + -0.5762075185775757 + ], + "logprob_reward": -0.8262075185775757, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8262075185775757, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2135837823152542, + 0.04670135676860809, + 0.05096829682588577, + 0.07824376970529556, + 0.08184660226106644, + 0.03886132314801216, + 0.12287311255931854, + 0.11964979022741318, + 0.09689760953187943, + 0.1503743678331375 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.8262075185775757 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636283989995718 + ], + "opposite_logprob_tokens": [ + -4.882636070251465 + ], + "logprob_reward": -0.007636283989995718, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636283989995718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09746531397104263, + 0.07416913658380508, + 0.12639084458351135, + 0.14638066291809082, + 0.07033170759677887, + 0.07520400732755661, + 0.05823986977338791, + 0.06921929121017456, + 0.23523160815238953, + 0.04736752808094025 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.007636283989995718 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607622765004635 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.01607622765004635, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607622765004635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10663413256406784, + 0.06504695862531662, + 0.07178132981061935, + 0.05667904019355774, + 0.03891001641750336, + 0.025051875039935112, + 0.03551061823964119, + 0.16567684710025787, + 0.29309946298599243, + 0.14160966873168945 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.01607622765004635 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639812279492617 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.004639812279492617, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639812279492617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1284850835800171, + 0.09298007190227509, + 0.08639615029096603, + 0.1427670270204544, + 0.18926174938678741, + 0.24451236426830292, + 0.01724560372531414, + 0.014722353778779507, + 0.05966956913471222, + 0.023959975689649582 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.004639812279492617 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning overhead close-up shot, the camera motionless, focuses on the broth boiling fiercely in a traditional brass hot pot. The rich, crimson oil simmers within, countless bubbles violently bursting from the bottom and popping at the surface, pushing spices like dried chilies, Sichuan peppercorns, and star anise up and down in the scalding liquid. Thick, white steam curls upward from the pot's mouth, swirling toward the camera and casting a soft, hazy filter over the image. A low-hanging, warm yellow chandelier provides the sole source of light, its warm glow filtering through the steam and making the orange-red broth appear particularly lustrous, reflecting captivating highlights off the weathered brass pot's walls. The scene is bathed in a warm palette, dominated by rich orange-red and warm yellow, creating a deeply alluring, nostalgic, retro atmosphere imbued with the essence of everyday life.", + "seed": 4881, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_11/index_5829_seed_4881_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13125582449138165, + "vlm_logprob": -0.13125582449138165, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.13125582449138165, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011709058657288551 + ], + "opposite_logprob_tokens": [ + -4.886709213256836 + ], + "logprob_reward": -0.011709058657288551, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.011709058657288551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0950959324836731, + 0.04778554290533066, + 0.053220827132463455, + 0.07648929953575134, + 0.053914424031972885, + 0.04713987559080124, + 0.04334429278969765, + 0.06872951239347458, + 0.07538511604070663, + 0.43889522552490234 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.011709058657288551 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761750936508179 + ], + "opposite_logprob_tokens": [ + -0.8261750936508179 + ], + "logprob_reward": -0.5761750936508179, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761750936508179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0889524444937706, + 0.0670747235417366, + 0.01768912374973297, + 0.03683178499341011, + 0.01795448549091816, + 0.04074345529079437, + 0.04533246532082558, + 0.10554178059101105, + 0.09582517296075821, + 0.4840545654296875 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.5761750936508179 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646076545119286 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008646076545119286, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646076545119286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05852803960442543, + 0.12333767116069794, + 0.016251692548394203, + 0.02785497158765793, + 0.031388405710458755, + 0.17245149612426758, + 0.17619207501411438, + 0.021300608292222023, + 0.04063719883561134, + 0.3320578634738922 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.008646076545119286 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079693213105202 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.011079693213105202, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079693213105202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09429177641868591, + 0.12639430165290833, + 0.029711885377764702, + 0.06399606168270111, + 0.03139714151620865, + 0.11897853016853333, + 0.1339016705751419, + 0.13198284804821014, + 0.04586988687515259, + 0.22347591817378998 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.011079693213105202 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048669200390577316 + ], + "opposite_logprob_tokens": [ + -3.0486690998077393 + ], + "logprob_reward": -0.048669200390577316, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048669200390577316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058751460164785385, + 0.044648103415966034, + 0.020508218556642532, + 0.04266490787267685, + 0.048725951462984085, + 0.039884891360998154, + 0.2023480087518692, + 0.08647886663675308, + 0.0832202136516571, + 0.3727693259716034 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.048669200390577316 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning overhead close-up shot, the camera motionless, focuses on the broth boiling fiercely in a traditional brass hot pot. The rich, crimson oil simmers within, countless bubbles violently bursting from the bottom and popping at the surface, pushing spices like dried chilies, Sichuan peppercorns, and star anise up and down in the scalding liquid. Thick, white steam curls upward from the pot's mouth, swirling toward the camera and casting a soft, hazy filter over the image. A low-hanging, warm yellow chandelier provides the sole source of light, its warm glow filtering through the steam and making the orange-red broth appear particularly lustrous, reflecting captivating highlights off the weathered brass pot's walls. The scene is bathed in a warm palette, dominated by rich orange-red and warm yellow, creating a deeply alluring, nostalgic, retro atmosphere imbued with the essence of everyday life.", + "seed": 4882, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_11/index_5829_seed_4882_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.22669636346399785, + "vlm_logprob": -0.22669636346399785, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.22669636346399785, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03725798800587654 + ], + "opposite_logprob_tokens": [ + -3.4122579097747803 + ], + "logprob_reward": -0.03725798800587654, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03725798800587654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0724024549126625, + 0.07317906618118286, + 0.2908869981765747, + 0.03316717967391014, + 0.0730934888124466, + 0.24565251171588898, + 0.07218343764543533, + 0.04913020506501198, + 0.01636999100446701, + 0.07393472641706467 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.03725798800587654 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983278274536133 + ], + "opposite_logprob_tokens": [ + -0.5233278274536133 + ], + "logprob_reward": -0.8983278274536133, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983278274536133, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06282643973827362, + 0.13992787897586823, + 0.18902687728405, + 0.03389766812324524, + 0.05729370564222336, + 0.014437273144721985, + 0.14623932540416718, + 0.2805754840373993, + 0.030531469732522964, + 0.045243892818689346 + ], + "top_frames": [ + 7, + 2, + 6 + ], + "selected_reward": -0.8983278274536133 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014204349368810654 + ], + "opposite_logprob_tokens": [ + -4.264204502105713 + ], + "logprob_reward": -0.014204349368810654, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014204349368810654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043302442878484726, + 0.08990884572267532, + 0.32256433367729187, + 0.06675167381763458, + 0.07345281541347504, + 0.1774611473083496, + 0.07304424792528152, + 0.06629610806703568, + 0.05417204648256302, + 0.03304627165198326 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.014204349368810654 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603890210390091 + ], + "opposite_logprob_tokens": [ + -1.9103890657424927 + ], + "logprob_reward": -0.1603890210390091, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603890210390091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08267343789339066, + 0.33747386932373047, + 0.23481878638267517, + 0.04431237280368805, + 0.04838709160685539, + 0.0747622549533844, + 0.05200347304344177, + 0.05514901131391525, + 0.03359714895486832, + 0.03682258725166321 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.1603890210390091 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023302631452679634 + ], + "opposite_logprob_tokens": [ + -3.7733025550842285 + ], + "logprob_reward": -0.023302631452679634, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023302631452679634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1472834050655365, + 0.12065063416957855, + 0.48497697710990906, + 0.013738511130213737, + 0.04937497898936272, + 0.028245992958545685, + 0.08836941421031952, + 0.01941813714802265, + 0.01969023607671261, + 0.028251733630895615 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.023302631452679634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning overhead close-up shot, the camera motionless, focuses on the broth boiling fiercely in a traditional brass hot pot. The rich, crimson oil simmers within, countless bubbles violently bursting from the bottom and popping at the surface, pushing spices like dried chilies, Sichuan peppercorns, and star anise up and down in the scalding liquid. Thick, white steam curls upward from the pot's mouth, swirling toward the camera and casting a soft, hazy filter over the image. A low-hanging, warm yellow chandelier provides the sole source of light, its warm glow filtering through the steam and making the orange-red broth appear particularly lustrous, reflecting captivating highlights off the weathered brass pot's walls. The scene is bathed in a warm palette, dominated by rich orange-red and warm yellow, creating a deeply alluring, nostalgic, retro atmosphere imbued with the essence of everyday life.", + "seed": 4883, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_11/index_5829_seed_4883_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.25922072902321813, + "vlm_logprob": -0.25922072902321813, + "vlm_yes_no_margin": 3.324999988079071, + "vlm_token_credit": -0.25922072902321813, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014675172977149487 + ], + "opposite_logprob_tokens": [ + -4.514675140380859 + ], + "logprob_reward": -0.014675172977149487, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.014675172977149487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06360983848571777, + 0.5038870573043823, + 0.069118931889534, + 0.08206308633089066, + 0.052713532000780106, + 0.05351501330733299, + 0.01653578318655491, + 0.02814469113945961, + 0.11283140629529953, + 0.017580702900886536 + ], + "top_frames": [ + 1, + 8, + 3 + ], + "selected_reward": -0.014675172977149487 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236297130584717 + ], + "opposite_logprob_tokens": [ + -0.3486296534538269 + ], + "logprob_reward": -1.2236297130584717, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.2236297130584717, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07169809192419052, + 0.4657505452632904, + 0.09385164827108383, + 0.07428350299596786, + 0.17234566807746887, + 0.021631749346852303, + 0.013991042040288448, + 0.025139931589365005, + 0.025020290166139603, + 0.03628755733370781 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -1.2236297130584717 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003621806390583515 + ], + "opposite_logprob_tokens": [ + -5.628621578216553 + ], + "logprob_reward": -0.003621806390583515, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003621806390583515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07563591748476028, + 0.39340826869010925, + 0.06516414135694504, + 0.12094513326883316, + 0.17038550972938538, + 0.07427442818880081, + 0.019051074981689453, + 0.015880124643445015, + 0.03299428150057793, + 0.03226109594106674 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.003621806390583515 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070127487182617 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070127487182617, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070127487182617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11926855146884918, + 0.10069014132022858, + 0.08803514391183853, + 0.0362410806119442, + 0.4005013704299927, + 0.11320053040981293, + 0.02521984465420246, + 0.026928048580884933, + 0.06463277339935303, + 0.025282569229602814 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.016070127487182617 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up of a traditional brass hot pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera motionless throughout the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the broth boiling fiercely with bubbles bursting from the bottom and popping at the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are visible spices including dried chilies, Sichuan peppercorns, and star anise in the liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a low-hanging warm yellow chandelier that casts a hazy filter through the steam?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038106825202703476 + ], + "opposite_logprob_tokens": [ + -3.288106918334961 + ], + "logprob_reward": -0.038106825202703476, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038106825202703476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0435270220041275, + 0.26732733845710754, + 0.07119454443454742, + 0.07937043160200119, + 0.290833055973053, + 0.04010146111249924, + 0.017877640202641487, + 0.02237570844590664, + 0.12158972769975662, + 0.045803096145391464 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.038106825202703476 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_12/index_tensor([4705, 4705])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_12/index_tensor([4705, 4705])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..515fbe652f8032c08fc083511daa50ffb09d27df --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_12/index_tensor([4705, 4705])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "powerful overhead shot, captured in extreme high-speed slow motion, captures the devastating moment. The unstable camera trembles slightly with the violent vibrations, placing the viewer at the heart of this display of power. At the center of the frame, a monstrous warrior, as massive as a mountain, stands in the vast, shadowy halls of an ancient temple. He is clad in irregular, angular obsidian armor. The deep, dark surface of the armor reflects the faint moonlight filtering through the distant high windows, giving it a cold, glassy quality. Wisps of black smoke and glowing embers seep from every crevice of the armor. The warrior suddenly raises his massive, heavy iron boot—scarred and rusted by battle—and, after a millisecond of pause in the air, stomps down with the force of a thunderbolt. The moment the iron boots made contact with the ancient gray stone floor, the ground cracked with a resounding thud. A visible shockwave spread outward from the impact point, sending countless rocks, debris, and dust of varying sizes soaring into the air with graceful yet violent grace. The slow-motion footage clearly captured their tumbling and trajectories. The ominous red light filtering through the gaps in the armor contrasted sharply with the cool gray of the flying stones. The entire scene was imbued with an overwhelming sense of power and apocalyptic majesty, creating a breathtaking atmosphere of devastating tension.", + "seed": 12958, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_12/index_4705_seed_12958_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.32402780568227174, + "vlm_logprob": -0.32402780568227174, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.32402780568227174, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8314754366874695 + ], + "opposite_logprob_tokens": [ + -0.5814754366874695 + ], + "logprob_reward": -0.8314754366874695, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8314754366874695, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19682329893112183, + 0.15970534086227417, + 0.11287033557891846, + 0.057464033365249634, + 0.0951521247625351, + 0.15692828595638275, + 0.060748711228370667, + 0.03680938482284546, + 0.06408929079771042, + 0.05940922722220421 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.8314754366874695 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578035593032837 + ], + "opposite_logprob_tokens": [ + -0.6328035593032837 + ], + "logprob_reward": -0.7578035593032837, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578035593032837, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16127647459506989, + 0.1914082169532776, + 0.05311207473278046, + 0.037353482097387314, + 0.052497126162052155, + 0.2627507448196411, + 0.07658395916223526, + 0.05213281139731407, + 0.05561548098921776, + 0.057269662618637085 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.7578035593032837 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012560192495584488 + ], + "opposite_logprob_tokens": [ + -4.3875603675842285 + ], + "logprob_reward": -0.012560192495584488, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012560192495584488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22098717093467712, + 0.2747281789779663, + 0.1874946653842926, + 0.055048443377017975, + 0.08931469172239304, + 0.04685794189572334, + 0.031966473907232285, + 0.03589743748307228, + 0.02179073542356491, + 0.0359143428504467 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.012560192495584488 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205407351255417 + ], + "opposite_logprob_tokens": [ + -4.264205455780029 + ], + "logprob_reward": -0.014205407351255417, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205407351255417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13122747838497162, + 0.2633667290210724, + 0.05375996604561806, + 0.04023366793990135, + 0.08953338861465454, + 0.12499288469552994, + 0.060903407633304596, + 0.07663048058748245, + 0.11165624111890793, + 0.04769580066204071 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.014205407351255417 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094432573765516 + ], + "opposite_logprob_tokens": [ + -5.50409460067749 + ], + "logprob_reward": -0.004094432573765516, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094432573765516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19703586399555206, + 0.18541057407855988, + 0.03513731434941292, + 0.028891190886497498, + 0.03819382190704346, + 0.191731795668602, + 0.09892693161964417, + 0.07263048738241196, + 0.10574530065059662, + 0.04629673436284065 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.004094432573765516 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, captured in extreme high-speed slow motion, captures the devastating moment. The unstable camera trembles slightly with the violent vibrations, placing the viewer at the heart of this display of power. At the center of the frame, a monstrous warrior, as massive as a mountain, stands in the vast, shadowy halls of an ancient temple. He is clad in irregular, angular obsidian armor. The deep, dark surface of the armor reflects the faint moonlight filtering through the distant high windows, giving it a cold, glassy quality. Wisps of black smoke and glowing embers seep from every crevice of the armor. The warrior suddenly raises his massive, heavy iron boot—scarred and rusted by battle—and, after a millisecond of pause in the air, stomps down with the force of a thunderbolt. The moment the iron boots made contact with the ancient gray stone floor, the ground cracked with a resounding thud. A visible shockwave spread outward from the impact point, sending countless rocks, debris, and dust of varying sizes soaring into the air with graceful yet violent grace. The slow-motion footage clearly captured their tumbling and trajectories. The ominous red light filtering through the gaps in the armor contrasted sharply with the cool gray of the flying stones. The entire scene was imbued with an overwhelming sense of power and apocalyptic majesty, creating a breathtaking atmosphere of devastating tension.", + "seed": 12959, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_12/index_4705_seed_12959_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.22320136781781913, + "vlm_logprob": -0.22320136781781913, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.22320136781781913, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8419908881187439 + ], + "opposite_logprob_tokens": [ + -0.5919908881187439 + ], + "logprob_reward": -0.8419908881187439, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8419908881187439, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07715458422899246, + 0.04210112988948822, + 0.15979278087615967, + 0.07900809496641159, + 0.14814694225788116, + 0.2985762357711792, + 0.05453547462821007, + 0.03077985718846321, + 0.03456040844321251, + 0.0753444954752922 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.8419908881187439 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25209924578666687 + ], + "opposite_logprob_tokens": [ + -1.5020992755889893 + ], + "logprob_reward": -0.25209924578666687, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25209924578666687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08261046558618546, + 0.02984873577952385, + 0.03378913551568985, + 0.05917695164680481, + 0.11924029141664505, + 0.3986643850803375, + 0.07581787556409836, + 0.057174865156412125, + 0.08090491592884064, + 0.06277236342430115 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.25209924578666687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007645629812031984 + ], + "opposite_logprob_tokens": [ + -4.882645606994629 + ], + "logprob_reward": -0.007645629812031984, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007645629812031984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10107748210430145, + 0.06374199688434601, + 0.06858512759208679, + 0.09030760824680328, + 0.06281280517578125, + 0.41664546728134155, + 0.0499471090734005, + 0.025058964267373085, + 0.06611008942127228, + 0.05571338161826134 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.007645629812031984 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079457588493824 + ], + "opposite_logprob_tokens": [ + -4.51107931137085 + ], + "logprob_reward": -0.011079457588493824, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079457588493824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017838848754763603, + 0.02334183268249035, + 0.021204354241490364, + 0.04396507889032364, + 0.16945700347423553, + 0.6163635849952698, + 0.026970013976097107, + 0.01644614152610302, + 0.030042989179491997, + 0.03437010571360588 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.011079457588493824 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031916177831590176 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.0031916177831590176, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031916177831590176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051676880568265915, + 0.026705455034971237, + 0.04081400856375694, + 0.05202034115791321, + 0.05885341018438339, + 0.5492368340492249, + 0.09570416808128357, + 0.04546535387635231, + 0.036163099110126495, + 0.04336043447256088 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.0031916177831590176 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, captured in extreme high-speed slow motion, captures the devastating moment. The unstable camera trembles slightly with the violent vibrations, placing the viewer at the heart of this display of power. At the center of the frame, a monstrous warrior, as massive as a mountain, stands in the vast, shadowy halls of an ancient temple. He is clad in irregular, angular obsidian armor. The deep, dark surface of the armor reflects the faint moonlight filtering through the distant high windows, giving it a cold, glassy quality. Wisps of black smoke and glowing embers seep from every crevice of the armor. The warrior suddenly raises his massive, heavy iron boot—scarred and rusted by battle—and, after a millisecond of pause in the air, stomps down with the force of a thunderbolt. The moment the iron boots made contact with the ancient gray stone floor, the ground cracked with a resounding thud. A visible shockwave spread outward from the impact point, sending countless rocks, debris, and dust of varying sizes soaring into the air with graceful yet violent grace. The slow-motion footage clearly captured their tumbling and trajectories. The ominous red light filtering through the gaps in the armor contrasted sharply with the cool gray of the flying stones. The entire scene was imbued with an overwhelming sense of power and apocalyptic majesty, creating a breathtaking atmosphere of devastating tension.", + "seed": 12960, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_12/index_4705_seed_12960_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.48564113387838004, + "vlm_logprob": -0.48564113387838004, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.48564113387838004, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.132551908493042 + ], + "opposite_logprob_tokens": [ + -0.13255192339420319 + ], + "logprob_reward": -2.132551908493042, + "yes_no_margin_reward": -2.0, + "token_credit_reward": -2.132551908493042, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.30590954422950745, + 0.15526382625102997, + 0.08999782800674438, + 0.1000986322760582, + 0.04021977633237839, + 0.08120577037334442, + 0.054427847266197205, + 0.04216935858130455, + 0.0759006068110466, + 0.05480680987238884 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -2.132551908493042 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25219252705574036 + ], + "opposite_logprob_tokens": [ + -1.502192497253418 + ], + "logprob_reward": -0.25219252705574036, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25219252705574036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059020958840847015, + 0.08545877039432526, + 0.09285512566566467, + 0.11234607547521591, + 0.12663185596466064, + 0.27964532375335693, + 0.11035262793302536, + 0.0375705249607563, + 0.06630796194076538, + 0.029810765758156776 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.25219252705574036 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01822546496987343 + ], + "opposite_logprob_tokens": [ + -4.01822566986084 + ], + "logprob_reward": -0.01822546496987343, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01822546496987343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23818139731884003, + 0.16934636235237122, + 0.06636524945497513, + 0.045049987733364105, + 0.0440869964659214, + 0.026626592501997948, + 0.052208311855793, + 0.06347565352916718, + 0.07795344293117523, + 0.21670599281787872 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.01822546496987343 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020596787333488464 + ], + "opposite_logprob_tokens": [ + -3.895596742630005 + ], + "logprob_reward": -0.020596787333488464, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020596787333488464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3313811719417572, + 0.1308852881193161, + 0.08889037370681763, + 0.05674753710627556, + 0.10840253531932831, + 0.07049844413995743, + 0.028261464089155197, + 0.05354709550738335, + 0.05356837436556816, + 0.07781772315502167 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.020596787333488464 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463898153975606 + ], + "opposite_logprob_tokens": [ + -5.379639148712158 + ], + "logprob_reward": -0.00463898153975606, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463898153975606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23270639777183533, + 0.09336074441671371, + 0.055001139640808105, + 0.050055112689733505, + 0.2040669173002243, + 0.12468358874320984, + 0.1087278425693512, + 0.029782015830278397, + 0.05111582949757576, + 0.05050039291381836 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.00463898153975606 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful overhead shot, captured in extreme high-speed slow motion, captures the devastating moment. The unstable camera trembles slightly with the violent vibrations, placing the viewer at the heart of this display of power. At the center of the frame, a monstrous warrior, as massive as a mountain, stands in the vast, shadowy halls of an ancient temple. He is clad in irregular, angular obsidian armor. The deep, dark surface of the armor reflects the faint moonlight filtering through the distant high windows, giving it a cold, glassy quality. Wisps of black smoke and glowing embers seep from every crevice of the armor. The warrior suddenly raises his massive, heavy iron boot—scarred and rusted by battle—and, after a millisecond of pause in the air, stomps down with the force of a thunderbolt. The moment the iron boots made contact with the ancient gray stone floor, the ground cracked with a resounding thud. A visible shockwave spread outward from the impact point, sending countless rocks, debris, and dust of varying sizes soaring into the air with graceful yet violent grace. The slow-motion footage clearly captured their tumbling and trajectories. The ominous red light filtering through the gaps in the armor contrasted sharply with the cool gray of the flying stones. The entire scene was imbued with an overwhelming sense of power and apocalyptic majesty, creating a breathtaking atmosphere of devastating tension.", + "seed": 12961, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_12/index_4705_seed_12961_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.35683190301060674, + "vlm_logprob": -0.35683190301060674, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.35683190301060674, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1554312705993652 + ], + "opposite_logprob_tokens": [ + -0.40543124079704285 + ], + "logprob_reward": -1.1554312705993652, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1554312705993652, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20614275336265564, + 0.06269734352827072, + 0.05643777549266815, + 0.049341436475515366, + 0.02574153244495392, + 0.22409236431121826, + 0.2050609141588211, + 0.034480489790439606, + 0.10120780020952225, + 0.03479762002825737 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -1.1554312705993652 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761358737945557 + ], + "opposite_logprob_tokens": [ + -0.8261358737945557 + ], + "logprob_reward": -0.5761358737945557, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761358737945557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23754623532295227, + 0.06192759424448013, + 0.1451936811208725, + 0.11989710479974747, + 0.04747622087597847, + 0.048246994614601135, + 0.1834089607000351, + 0.052760496735572815, + 0.05212358757853508, + 0.05141918733716011 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.5761358737945557 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023315442726016045 + ], + "opposite_logprob_tokens": [ + -3.7733154296875 + ], + "logprob_reward": -0.023315442726016045, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023315442726016045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11019884049892426, + 0.15684758126735687, + 0.08000046014785767, + 0.23260624706745148, + 0.15131546556949615, + 0.035846203565597534, + 0.10362230241298676, + 0.02837359346449375, + 0.06622003018856049, + 0.03496934473514557 + ], + "top_frames": [ + 3, + 1, + 4 + ], + "selected_reward": -0.023315442726016045 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018199946731328964 + ], + "opposite_logprob_tokens": [ + -4.018199920654297 + ], + "logprob_reward": -0.018199946731328964, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018199946731328964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11590885370969772, + 0.04318501427769661, + 0.07248614728450775, + 0.07248833775520325, + 0.08453886210918427, + 0.11742307245731354, + 0.21660980582237244, + 0.038594987243413925, + 0.1932794451713562, + 0.04548539221286774 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -0.018199946731328964 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle an overhead shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the footage captured in extreme high-speed slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a monstrous warrior wearing irregular, angular obsidian armor visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the warrior raise a massive, scarred, and rusted iron boot and stomp down on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the ground to crack with a visible shockwave sending rocks, debris, and dust soaring into the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076981201767921 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.011076981201767921, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076981201767921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17778240144252777, + 0.04474068433046341, + 0.03314564749598503, + 0.04324635863304138, + 0.0852552279829979, + 0.16715024411678314, + 0.177399680018425, + 0.08609473705291748, + 0.12302882224321365, + 0.06215624138712883 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.011076981201767921 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_13/index_tensor([2508, 2508])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_13/index_tensor([2508, 2508])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d0c5d8eb13c6a1e450977bd74b0ccb5f29c7fa55 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_13/index_tensor([2508, 2508])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium tracking shot follows a hunter clad in animal skins as he speeds through a dense, humid jungle. His muscles are defined, his bronze skin glistening with beads of sweat. His long, dark brown hair, damp with sweat, is casually tied back, a few strands plastered to his resolute face. He wears a sleeveless shirt made of a patchwork of rough hides from various species. In his right hand, he clutches a simple longbow made of tough wood and entwined with vines, its shaft sleek and polished from constant use. The simple quiver on his back bobs rhythmically with his movements. Dappled sunlight filters through layers of broad leaves, casting a shifting play of light and shadow on him and the damp ground. With almost instinctive agility, he ducks low, deftly dodging over overhanging branches, his feet leaping steadily over slippery moss and tangled tree roots. His movements are fluid and explosive, each step precise and silent. The camera always moves parallel to him, capturing his focused and sharp eyes and agile figure. The whole picture is dominated by varying shades of green and earthy brown, creating a primitive, tense and vital atmosphere of pursuit.", + "seed": 18550, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_13/index_2508_seed_18550_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.021095383970532566, + "vlm_logprob": -0.021095383970532566, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.021095383970532566, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019898906350135803 + ], + "opposite_logprob_tokens": [ + -4.019898891448975 + ], + "logprob_reward": -0.019898906350135803, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019898906350135803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23459574580192566, + 0.21263568103313446, + 0.0584648996591568, + 0.021653806790709496, + 0.03522208333015442, + 0.021809061989188194, + 0.06663841009140015, + 0.045788899064064026, + 0.2122049331665039, + 0.09098651260137558 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.019898906350135803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866170510649681 + ], + "opposite_logprob_tokens": [ + -3.048661708831787 + ], + "logprob_reward": -0.04866170510649681, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866170510649681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17167064547538757, + 0.5267296433448792, + 0.05472247675061226, + 0.06209874153137207, + 0.04131195321679115, + 0.008590213023126125, + 0.03215573728084564, + 0.016729233786463737, + 0.06055651232600212, + 0.02543487399816513 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.04866170510649681 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008104139124043286 + ], + "opposite_logprob_tokens": [ + -7.125810623168945 + ], + "logprob_reward": -0.0008104139124043286, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008104139124043286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4199819266796112, + 0.24139980971813202, + 0.020462125539779663, + 0.023779189214110374, + 0.025978514924645424, + 0.04031684622168541, + 0.04694054648280144, + 0.03958740830421448, + 0.050446249544620514, + 0.09110737591981888 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0008104139124043286 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009774678386747837 + ], + "opposite_logprob_tokens": [ + -4.634774684906006 + ], + "logprob_reward": -0.009774678386747837, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009774678386747837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2345772385597229, + 0.38242706656455994, + 0.05437798425555229, + 0.03564099222421646, + 0.05763404443860054, + 0.056974709033966064, + 0.04512648284435272, + 0.043439317494630814, + 0.06581715494394302, + 0.02398502081632614 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.009774678386747837 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026331216096878052 + ], + "opposite_logprob_tokens": [ + -3.6513311862945557 + ], + "logprob_reward": -0.026331216096878052, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026331216096878052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.238682821393013, + 0.0913287028670311, + 0.05310647934675217, + 0.03346588835120201, + 0.061066657304763794, + 0.040091224014759064, + 0.06913840770721436, + 0.0639721229672432, + 0.3090327978134155, + 0.04011490195989609 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.026331216096878052 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium tracking shot follows a hunter clad in animal skins as he speeds through a dense, humid jungle. His muscles are defined, his bronze skin glistening with beads of sweat. His long, dark brown hair, damp with sweat, is casually tied back, a few strands plastered to his resolute face. He wears a sleeveless shirt made of a patchwork of rough hides from various species. In his right hand, he clutches a simple longbow made of tough wood and entwined with vines, its shaft sleek and polished from constant use. The simple quiver on his back bobs rhythmically with his movements. Dappled sunlight filters through layers of broad leaves, casting a shifting play of light and shadow on him and the damp ground. With almost instinctive agility, he ducks low, deftly dodging over overhanging branches, his feet leaping steadily over slippery moss and tangled tree roots. His movements are fluid and explosive, each step precise and silent. The camera always moves parallel to him, capturing his focused and sharp eyes and agile figure. The whole picture is dominated by varying shades of green and earthy brown, creating a primitive, tense and vital atmosphere of pursuit.", + "seed": 18551, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_13/index_2508_seed_18551_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.017445326410233976, + "vlm_logprob": -0.017445326410233976, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.017445326410233976, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016132298856973648 + ], + "opposite_logprob_tokens": [ + -4.266132354736328 + ], + "logprob_reward": -0.016132298856973648, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.016132298856973648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14753423631191254, + 0.035325419157743454, + 0.023956995457410812, + 0.08005928248167038, + 0.06382729113101959, + 0.10414370149374008, + 0.03980452939867973, + 0.03958422690629959, + 0.36291810870170593, + 0.1028461903333664 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.016132298856973648 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810487315058708 + ], + "opposite_logprob_tokens": [ + -3.288104772567749 + ], + "logprob_reward": -0.03810487315058708, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810487315058708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16851399838924408, + 0.3948748707771301, + 0.02018498070538044, + 0.08457349240779877, + 0.04921100661158562, + 0.025735829025506973, + 0.03597256541252136, + 0.0571732334792614, + 0.07943712919950485, + 0.08432289212942123 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.03810487315058708 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007155956700444221 + ], + "opposite_logprob_tokens": [ + -7.250715732574463 + ], + "logprob_reward": -0.0007155956700444221, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007155956700444221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.319750040769577, + 0.3396235406398773, + 0.062472473829984665, + 0.035410262644290924, + 0.025203702971339226, + 0.04190441220998764, + 0.02306472137570381, + 0.03127569332718849, + 0.04539612680673599, + 0.07589899003505707 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.0007155956700444221 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059424154460430145 + ], + "opposite_logprob_tokens": [ + -5.130942344665527 + ], + "logprob_reward": -0.0059424154460430145, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059424154460430145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11496783047914505, + 0.20230647921562195, + 0.07451718300580978, + 0.059534650295972824, + 0.08318714052438736, + 0.029825221747159958, + 0.0417276956140995, + 0.10659627616405487, + 0.22512806951999664, + 0.062209464609622955 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.0059424154460430145 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026331448927521706 + ], + "opposite_logprob_tokens": [ + -3.6513314247131348 + ], + "logprob_reward": -0.026331448927521706, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026331448927521706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09101558476686478, + 0.13074180483818054, + 0.03949972242116928, + 0.08983304351568222, + 0.05483272299170494, + 0.062232714146375656, + 0.04717167466878891, + 0.30015137791633606, + 0.0939231589436531, + 0.09059817343950272 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.026331448927521706 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium tracking shot follows a hunter clad in animal skins as he speeds through a dense, humid jungle. His muscles are defined, his bronze skin glistening with beads of sweat. His long, dark brown hair, damp with sweat, is casually tied back, a few strands plastered to his resolute face. He wears a sleeveless shirt made of a patchwork of rough hides from various species. In his right hand, he clutches a simple longbow made of tough wood and entwined with vines, its shaft sleek and polished from constant use. The simple quiver on his back bobs rhythmically with his movements. Dappled sunlight filters through layers of broad leaves, casting a shifting play of light and shadow on him and the damp ground. With almost instinctive agility, he ducks low, deftly dodging over overhanging branches, his feet leaping steadily over slippery moss and tangled tree roots. His movements are fluid and explosive, each step precise and silent. The camera always moves parallel to him, capturing his focused and sharp eyes and agile figure. The whole picture is dominated by varying shades of green and earthy brown, creating a primitive, tense and vital atmosphere of pursuit.", + "seed": 18552, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_13/index_2508_seed_18552_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02380382060073316, + "vlm_logprob": -0.02380382060073316, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.02380382060073316, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04001906141638756 + ], + "opposite_logprob_tokens": [ + -3.2900190353393555 + ], + "logprob_reward": -0.04001906141638756, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04001906141638756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04568948224186897, + 0.1297181397676468, + 0.4713618755340576, + 0.012109225615859032, + 0.011908927001059055, + 0.03674287348985672, + 0.054792214184999466, + 0.040282413363456726, + 0.09815575927495956, + 0.09923907369375229 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.04001906141638756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981209009885788 + ], + "opposite_logprob_tokens": [ + -3.5298120975494385 + ], + "logprob_reward": -0.02981209009885788, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981209009885788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043333299458026886, + 0.14998924732208252, + 0.15455517172813416, + 0.041738491505384445, + 0.02737209014594555, + 0.040049370378255844, + 0.044493481516838074, + 0.036356110125780106, + 0.045486051589250565, + 0.4166266620159149 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.02981209009885788 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015103134792298079 + ], + "opposite_logprob_tokens": [ + -6.501510143280029 + ], + "logprob_reward": -0.0015103134792298079, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015103134792298079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13980941474437714, + 0.12809108197689056, + 0.228018656373024, + 0.04937358573079109, + 0.04273657873272896, + 0.05182085558772087, + 0.11756530404090881, + 0.029568884521722794, + 0.09276822954416275, + 0.12024746835231781 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0015103134792298079 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004633879289031029 + ], + "opposite_logprob_tokens": [ + -5.379633903503418 + ], + "logprob_reward": -0.004633879289031029, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004633879289031029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06537879258394241, + 0.08811147511005402, + 0.15096618235111237, + 0.06378423422574997, + 0.07740429788827896, + 0.059554573148489, + 0.08321704715490341, + 0.05026945471763611, + 0.1412966400384903, + 0.22001725435256958 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.004633879289031029 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304375872015953 + ], + "opposite_logprob_tokens": [ + -3.168043851852417 + ], + "logprob_reward": -0.04304375872015953, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304375872015953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14702044427394867, + 0.19446736574172974, + 0.031269025057554245, + 0.037066757678985596, + 0.06605032831430435, + 0.1862749606370926, + 0.1573193371295929, + 0.08711002767086029, + 0.05062008276581764, + 0.0428016297519207 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.04304375872015953 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium tracking shot follows a hunter clad in animal skins as he speeds through a dense, humid jungle. His muscles are defined, his bronze skin glistening with beads of sweat. His long, dark brown hair, damp with sweat, is casually tied back, a few strands plastered to his resolute face. He wears a sleeveless shirt made of a patchwork of rough hides from various species. In his right hand, he clutches a simple longbow made of tough wood and entwined with vines, its shaft sleek and polished from constant use. The simple quiver on his back bobs rhythmically with his movements. Dappled sunlight filters through layers of broad leaves, casting a shifting play of light and shadow on him and the damp ground. With almost instinctive agility, he ducks low, deftly dodging over overhanging branches, his feet leaping steadily over slippery moss and tangled tree roots. His movements are fluid and explosive, each step precise and silent. The camera always moves parallel to him, capturing his focused and sharp eyes and agile figure. The whole picture is dominated by varying shades of green and earthy brown, creating a primitive, tense and vital atmosphere of pursuit.", + "seed": 18553, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_13/index_2508_seed_18553_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.024120761553058402, + "vlm_logprob": -0.024120761553058402, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.024120761553058402, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.040273405611515045 + ], + "opposite_logprob_tokens": [ + -3.290273427963257 + ], + "logprob_reward": -0.040273405611515045, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.040273405611515045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06743680685758591, + 0.03278917819261551, + 0.03422381356358528, + 0.032445818185806274, + 0.0508626326918602, + 0.03183862566947937, + 0.1143849566578865, + 0.40263137221336365, + 0.013366243802011013, + 0.22002053260803223 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.040273405611515045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307344928383827 + ], + "opposite_logprob_tokens": [ + -3.1680734157562256 + ], + "logprob_reward": -0.04307344928383827, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307344928383827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2153552770614624, + 0.10721829533576965, + 0.2211124747991562, + 0.12490265816450119, + 0.048117633908987045, + 0.060934558510780334, + 0.048481643199920654, + 0.0873183161020279, + 0.04831218719482422, + 0.03824698552489281 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.04307344928383827 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0003847335756290704 + ], + "opposite_logprob_tokens": [ + -7.87538480758667 + ], + "logprob_reward": -0.0003847335756290704, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.0003847335756290704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1739928126335144, + 0.10477658361196518, + 0.08355393260717392, + 0.07458838820457458, + 0.06354288756847382, + 0.07449579238891602, + 0.06053853780031204, + 0.09143608808517456, + 0.03915770724415779, + 0.2339172661304474 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0003847335756290704 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031885281205177307 + ], + "opposite_logprob_tokens": [ + -5.753188610076904 + ], + "logprob_reward": -0.0031885281205177307, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031885281205177307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16695305705070496, + 0.07949063181877136, + 0.048996925354003906, + 0.06156399846076965, + 0.04100645333528519, + 0.0757465735077858, + 0.045975904911756516, + 0.11060168594121933, + 0.06942018121480942, + 0.30024453997612 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.0031885281205177307 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a hunter wearing animal skins and a patchwork sleeveless shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hunter holding a longbow made of wood and entwined with vines in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a dense, humid jungle with dappled sunlight filtering through broad leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hunter perform agile movements such as ducking low, dodging branches, and leaping over moss and roots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move parallel to the hunter, capturing his focused expression and agile figure?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033683691173791885 + ], + "opposite_logprob_tokens": [ + -3.4086837768554688 + ], + "logprob_reward": -0.033683691173791885, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033683691173791885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2203454226255417, + 0.07222092151641846, + 0.035268720239400864, + 0.07807576656341553, + 0.03436276316642761, + 0.040994998067617416, + 0.11305137723684311, + 0.02959306351840496, + 0.034694209694862366, + 0.34139275550842285 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.033683691173791885 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_14/index_tensor([6089, 6089])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_14/index_tensor([6089, 6089])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..927535f8021fe9cab0e09c0f4bd24e5729405527 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_14/index_tensor([6089, 6089])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, close-up shot, shot from a slightly upward angle, captures an irregularly shaped, rusted steel object, its surface covered in scratches and dents of varying depths. Its edges, smoothed by wear and stained with dark, solidified oil, remain. The object, hurled with immense force, arcs across the dim, vast industrial foundry, toward a massive furnace constructed of smoky, refractory bricks. The furnace's open charging port provides the sole source of light, emitting a violent, flickering orange-red flame that paints everything around it with an apocalyptic hue and casts dancing shadows across the cold metal floor. The moment this weathered metal object came into contact with the roiling, bright white surface of molten metal in the furnace, it was immediately devoured by the hungry flames that seemed to have life. It quickly burned red in the extreme high temperature, its edges began to melt and deform, and finally it was completely dissolved in a small cluster of flying sparks, silently merging into the sea of hot liquid. The whole process was filled with a sense of irreversible finality and a powerful sense of industrial power.", + "seed": 7139, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_14/index_6089_seed_7139_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1261671282351017, + "vlm_logprob": -0.1261671282351017, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.1261671282351017, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1506076455116272 + ], + "opposite_logprob_tokens": [ + -2.0256075859069824 + ], + "logprob_reward": -0.1506076455116272, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1506076455116272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10344894975423813, + 0.04198029264807701, + 0.07441733777523041, + 0.06042396277189255, + 0.12063505500555038, + 0.24868908524513245, + 0.05351110175251961, + 0.049003008753061295, + 0.22054989635944366, + 0.02734127826988697 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.1506076455116272 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029876770451664925 + ], + "opposite_logprob_tokens": [ + -3.529876708984375 + ], + "logprob_reward": -0.029876770451664925, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029876770451664925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21670034527778625, + 0.06455874443054199, + 0.11450320482254028, + 0.09556397050619125, + 0.057043079286813736, + 0.1918569654226303, + 0.0543898306787014, + 0.03839694336056709, + 0.13632147014141083, + 0.03066539391875267 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.029876770451664925 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820591650903225 + ], + "opposite_logprob_tokens": [ + -4.0182061195373535 + ], + "logprob_reward": -0.01820591650903225, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820591650903225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1105879619717598, + 0.12001051753759384, + 0.08080686628818512, + 0.15436992049217224, + 0.08371752500534058, + 0.18743374943733215, + 0.09765736013650894, + 0.04860762879252434, + 0.09376073628664017, + 0.02304772101342678 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.01820591650903225 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032059960067272186 + ], + "opposite_logprob_tokens": [ + -5.7532057762146 + ], + "logprob_reward": -0.0032059960067272186, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032059960067272186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14389200508594513, + 0.06478586047887802, + 0.3170129954814911, + 0.075242780148983, + 0.07151024788618088, + 0.12012956291437149, + 0.06350711733102798, + 0.062132641673088074, + 0.05333433672785759, + 0.028452370315790176 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0032059960067272186 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289393126964569 + ], + "opposite_logprob_tokens": [ + -1.0539393424987793 + ], + "logprob_reward": -0.4289393126964569, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289393126964569, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1336912363767624, + 0.13400959968566895, + 0.09570274502038956, + 0.07372388243675232, + 0.09417974203824997, + 0.20073866844177246, + 0.06443183124065399, + 0.03978634253144264, + 0.11380479484796524, + 0.04993114992976189 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.4289393126964569 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, close-up shot, shot from a slightly upward angle, captures an irregularly shaped, rusted steel object, its surface covered in scratches and dents of varying depths. Its edges, smoothed by wear and stained with dark, solidified oil, remain. The object, hurled with immense force, arcs across the dim, vast industrial foundry, toward a massive furnace constructed of smoky, refractory bricks. The furnace's open charging port provides the sole source of light, emitting a violent, flickering orange-red flame that paints everything around it with an apocalyptic hue and casts dancing shadows across the cold metal floor. The moment this weathered metal object came into contact with the roiling, bright white surface of molten metal in the furnace, it was immediately devoured by the hungry flames that seemed to have life. It quickly burned red in the extreme high temperature, its edges began to melt and deform, and finally it was completely dissolved in a small cluster of flying sparks, silently merging into the sea of hot liquid. The whole process was filled with a sense of irreversible finality and a powerful sense of industrial power.", + "seed": 7140, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_14/index_6089_seed_7140_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06500974332448095, + "vlm_logprob": -0.06500974332448095, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.06500974332448095, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18512940406799316 + ], + "opposite_logprob_tokens": [ + -1.8101294040679932 + ], + "logprob_reward": -0.18512940406799316, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18512940406799316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10037350654602051, + 0.11062832176685333, + 0.03236623853445053, + 0.11600539088249207, + 0.08467604964971542, + 0.33313125371932983, + 0.04770895466208458, + 0.023469923064112663, + 0.022645939141511917, + 0.1289944350719452 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.18512940406799316 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03816293552517891 + ], + "opposite_logprob_tokens": [ + -3.28816294670105 + ], + "logprob_reward": -0.03816293552517891, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03816293552517891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15512973070144653, + 0.16633114218711853, + 0.052290353924036026, + 0.045631226152181625, + 0.09487149119377136, + 0.10120562463998795, + 0.07081867754459381, + 0.06635283678770065, + 0.07695239782333374, + 0.17041656374931335 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.03816293552517891 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029806537553668022 + ], + "opposite_logprob_tokens": [ + -3.529806613922119 + ], + "logprob_reward": -0.029806537553668022, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029806537553668022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10225856304168701, + 0.07019922137260437, + 0.05850577726960182, + 0.04871167242527008, + 0.22048023343086243, + 0.08520778268575668, + 0.018127886578440666, + 0.04135894775390625, + 0.027482278645038605, + 0.32766759395599365 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.029806537553668022 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019449143437668681 + ], + "opposite_logprob_tokens": [ + -6.2519450187683105 + ], + "logprob_reward": -0.0019449143437668681, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019449143437668681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06935955584049225, + 0.03331351652741432, + 0.021134966984391212, + 0.01851392723619938, + 0.11020316928625107, + 0.44704434275627136, + 0.035389695316553116, + 0.04260719195008278, + 0.015147714875638485, + 0.20728592574596405 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.0019449143437668681 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000492513179779 + ], + "opposite_logprob_tokens": [ + -2.695004940032959 + ], + "logprob_reward": -0.07000492513179779, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000492513179779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07052172720432281, + 0.042019300162792206, + 0.013349083252251148, + 0.021312708035111427, + 0.0856945663690567, + 0.11143559962511063, + 0.045605480670928955, + 0.02193872444331646, + 0.04431843385100365, + 0.543804407119751 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.07000492513179779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, close-up shot, shot from a slightly upward angle, captures an irregularly shaped, rusted steel object, its surface covered in scratches and dents of varying depths. Its edges, smoothed by wear and stained with dark, solidified oil, remain. The object, hurled with immense force, arcs across the dim, vast industrial foundry, toward a massive furnace constructed of smoky, refractory bricks. The furnace's open charging port provides the sole source of light, emitting a violent, flickering orange-red flame that paints everything around it with an apocalyptic hue and casts dancing shadows across the cold metal floor. The moment this weathered metal object came into contact with the roiling, bright white surface of molten metal in the furnace, it was immediately devoured by the hungry flames that seemed to have life. It quickly burned red in the extreme high temperature, its edges began to melt and deform, and finally it was completely dissolved in a small cluster of flying sparks, silently merging into the sea of hot liquid. The whole process was filled with a sense of irreversible finality and a powerful sense of industrial power.", + "seed": 7141, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_14/index_6089_seed_7141_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17988753071986138, + "vlm_logprob": -0.17988753071986138, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.17988753071986138, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.045589055866003036 + ], + "opposite_logprob_tokens": [ + -3.295588970184326 + ], + "logprob_reward": -0.045589055866003036, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.045589055866003036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11764422804117203, + 0.0758712887763977, + 0.05500645935535431, + 0.11905345320701599, + 0.09625209867954254, + 0.08710087835788727, + 0.08696290850639343, + 0.12618711590766907, + 0.15321628749370575, + 0.08270526677370071 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.045589055866003036 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05504783242940903 + ], + "opposite_logprob_tokens": [ + -2.9300477504730225 + ], + "logprob_reward": -0.05504783242940903, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05504783242940903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12056055665016174, + 0.06985387951135635, + 0.03550944849848747, + 0.04334217682480812, + 0.09120150655508041, + 0.23171384632587433, + 0.08853856474161148, + 0.07080192118883133, + 0.20774559676647186, + 0.04073243960738182 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.05504783242940903 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381210558116436 + ], + "opposite_logprob_tokens": [ + -3.288120985031128 + ], + "logprob_reward": -0.0381210558116436, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381210558116436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1652572751045227, + 0.09755314141511917, + 0.042250435799360275, + 0.11684223264455795, + 0.06335629522800446, + 0.08299512416124344, + 0.06949669122695923, + 0.11503871530294418, + 0.08421079814434052, + 0.16299930214881897 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.0381210558116436 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028291221242398024 + ], + "opposite_logprob_tokens": [ + -5.877829074859619 + ], + "logprob_reward": -0.0028291221242398024, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028291221242398024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1302514225244522, + 0.06404101103544235, + 0.06998396664857864, + 0.03347373753786087, + 0.07409817725419998, + 0.08001065254211426, + 0.16925963759422302, + 0.1552949696779251, + 0.1258619725704193, + 0.09772440791130066 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.0028291221242398024 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578505873680115 + ], + "opposite_logprob_tokens": [ + -0.6328505873680115 + ], + "logprob_reward": -0.7578505873680115, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578505873680115, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09786861389875412, + 0.038275301456451416, + 0.022599849849939346, + 0.04459396004676819, + 0.09639426320791245, + 0.20704220235347748, + 0.1327194720506668, + 0.19537873566150665, + 0.0612935870885849, + 0.10383404791355133 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.7578505873680115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, close-up shot, shot from a slightly upward angle, captures an irregularly shaped, rusted steel object, its surface covered in scratches and dents of varying depths. Its edges, smoothed by wear and stained with dark, solidified oil, remain. The object, hurled with immense force, arcs across the dim, vast industrial foundry, toward a massive furnace constructed of smoky, refractory bricks. The furnace's open charging port provides the sole source of light, emitting a violent, flickering orange-red flame that paints everything around it with an apocalyptic hue and casts dancing shadows across the cold metal floor. The moment this weathered metal object came into contact with the roiling, bright white surface of molten metal in the furnace, it was immediately devoured by the hungry flames that seemed to have life. It quickly burned red in the extreme high temperature, its edges began to melt and deform, and finally it was completely dissolved in a small cluster of flying sparks, silently merging into the sea of hot liquid. The whole process was filled with a sense of irreversible finality and a powerful sense of industrial power.", + "seed": 7142, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_14/index_6089_seed_7142_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.23548449755180628, + "vlm_logprob": -0.23548449755180628, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.23548449755180628, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14011958241462708 + ], + "opposite_logprob_tokens": [ + -2.1401195526123047 + ], + "logprob_reward": -0.14011958241462708, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.14011958241462708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06278403848409653, + 0.6074678301811218, + 0.047652460634708405, + 0.015134524554014206, + 0.018436677753925323, + 0.03409203141927719, + 0.03527659922838211, + 0.02079189382493496, + 0.0795772522687912, + 0.078786700963974 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.14011958241462708 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04876060038805008 + ], + "opposite_logprob_tokens": [ + -3.0487606525421143 + ], + "logprob_reward": -0.04876060038805008, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04876060038805008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06484764814376831, + 0.35962989926338196, + 0.063299760222435, + 0.024743923917412758, + 0.038767337799072266, + 0.060585927218198776, + 0.07326493412256241, + 0.023197147995233536, + 0.07820570468902588, + 0.21345771849155426 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.04876060038805008 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039298474788666 + ], + "opposite_logprob_tokens": [ + -1.9103929996490479 + ], + "logprob_reward": -0.16039298474788666, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039298474788666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06396281719207764, + 0.6796892881393433, + 0.028248002752661705, + 0.031913019716739655, + 0.04018603265285492, + 0.021429672837257385, + 0.03952588886022568, + 0.03341421112418175, + 0.042606256902217865, + 0.019024837762117386 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.16039298474788666 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019516960019245744 + ], + "opposite_logprob_tokens": [ + -6.251951694488525 + ], + "logprob_reward": -0.0019516960019245744, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019516960019245744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03294064849615097, + 0.5798210501670837, + 0.02816733904182911, + 0.01991651952266693, + 0.08111081272363663, + 0.017598144710063934, + 0.08468165993690491, + 0.012917358428239822, + 0.12674620747566223, + 0.01610024832189083 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.0019516960019245744 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up filmed from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject an irregularly shaped, rusted steel object with scratches, dents, and dark solidified oil stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the object arc across a dim, vast industrial foundry toward a massive furnace made of smoky refractory bricks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a violent, flickering orange-red flame from the furnace's charging port that casts dancing shadows on a cold metal floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the object melt, deform, and dissolve into flying sparks upon contact with the molten metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.826197624206543 + ], + "opposite_logprob_tokens": [ + -0.576197624206543 + ], + "logprob_reward": -0.826197624206543, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.826197624206543, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09121491760015488, + 0.33388280868530273, + 0.07778569310903549, + 0.031076543033123016, + 0.07173582166433334, + 0.02324938401579857, + 0.07533398270606995, + 0.02457381784915924, + 0.054471541196107864, + 0.2166755050420761 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.826197624206543 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_15/index_tensor([7480, 7480])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_15/index_tensor([7480, 7480])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..07ce7c16a15455b0f6b9c2c624d2ab4ab1543901 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_15/index_tensor([7480, 7480])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, overhead medium shot, punctuated by violent camera shakes, captures a decisive moment. Within a magnificent hall framed by vast, luminous clusters of translucent crystals, countless prismatic rays of light cast iridescent reflections on the mirror-like obsidian floor. At the center of the frame, a muscular, sleek female fighter, clad in a tailored, high-slit royal blue cheongsam with the sheen of silk, delicately embroidered with silver phoenix patterns, reflects the radiance of the surrounding crystals as she moves. Her long, raven hair is tied up high, strands disheveled by her intense movements. Her face is one of intense concentration and stoicism. With a thunderous force, she lifts her right leg and slams it down onto a spherical energy core in the ground, pulsing with an unsteady purple glow. The core explodes beneath her feet, erupting in a blinding white light. Countless shimmering energy fragments and digital shards rain down in all directions, and a distinct, circular shockwave distorts the air, rapidly engulfing the entire screen. The entire picture presents the ultimate Final Fantasy style CG rendering texture, with gorgeous lighting effects, full of epic destructive power and tense atmosphere.", + "seed": 1366, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_15/index_7480_seed_1366_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.5267349939793349, + "vlm_logprob": -0.5267349939793349, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.5267349939793349, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9037426710128784 + ], + "opposite_logprob_tokens": [ + -0.5287426710128784 + ], + "logprob_reward": -0.9037426710128784, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.9037426710128784, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03738914057612419, + 0.0257423035800457, + 0.04994245991110802, + 0.08157166838645935, + 0.4420565366744995, + 0.02639194391667843, + 0.19768838584423065, + 0.05011891946196556, + 0.0608702078461647, + 0.02822849340736866 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.9037426710128784 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.701535701751709 + ], + "opposite_logprob_tokens": [ + -0.2015356421470642 + ], + "logprob_reward": -1.701535701751709, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.701535701751709, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06545954942703247, + 0.0305732823908329, + 0.04352603480219841, + 0.19891636073589325, + 0.1949012130498886, + 0.014438834972679615, + 0.22501356899738312, + 0.0384545661509037, + 0.1532287448644638, + 0.0354878194630146 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -1.701535701751709 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01110751647502184 + ], + "opposite_logprob_tokens": [ + -4.511107444763184 + ], + "logprob_reward": -0.01110751647502184, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01110751647502184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048708125948905945, + 0.02921047806739807, + 0.02837085723876953, + 0.1721007525920868, + 0.20206470787525177, + 0.011675185523927212, + 0.37823736667633057, + 0.020078439265489578, + 0.08266347646713257, + 0.026890557259321213 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.01110751647502184 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649858646094799 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649858646094799, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649858646094799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02902212366461754, + 0.030080027878284454, + 0.01817684806883335, + 0.14034199714660645, + 0.15596820414066315, + 0.013510284945368767, + 0.48312970995903015, + 0.03343532234430313, + 0.06774991750717163, + 0.028585610911250114 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.008649858646094799 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639222010970116 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.008639222010970116, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639222010970116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019792716950178146, + 0.013988448306918144, + 0.014868049882352352, + 0.1662188619375229, + 0.2674935758113861, + 0.013092941604554653, + 0.25921812653541565, + 0.055858634412288666, + 0.0734265148639679, + 0.11604206264019012 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.008639222010970116 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, overhead medium shot, punctuated by violent camera shakes, captures a decisive moment. Within a magnificent hall framed by vast, luminous clusters of translucent crystals, countless prismatic rays of light cast iridescent reflections on the mirror-like obsidian floor. At the center of the frame, a muscular, sleek female fighter, clad in a tailored, high-slit royal blue cheongsam with the sheen of silk, delicately embroidered with silver phoenix patterns, reflects the radiance of the surrounding crystals as she moves. Her long, raven hair is tied up high, strands disheveled by her intense movements. Her face is one of intense concentration and stoicism. With a thunderous force, she lifts her right leg and slams it down onto a spherical energy core in the ground, pulsing with an unsteady purple glow. The core explodes beneath her feet, erupting in a blinding white light. Countless shimmering energy fragments and digital shards rain down in all directions, and a distinct, circular shockwave distorts the air, rapidly engulfing the entire screen. The entire picture presents the ultimate Final Fantasy style CG rendering texture, with gorgeous lighting effects, full of epic destructive power and tense atmosphere.", + "seed": 1367, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_15/index_7480_seed_1367_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.7137501616030931, + "vlm_logprob": -0.7137501616030931, + "vlm_yes_no_margin": 1.625, + "vlm_token_credit": -0.7137501616030931, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.144648551940918 + ], + "opposite_logprob_tokens": [ + -0.39464858174324036 + ], + "logprob_reward": -1.144648551940918, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.144648551940918, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21464601159095764, + 0.0467696338891983, + 0.11446055769920349, + 0.07354045659303665, + 0.12416079640388489, + 0.07461190968751907, + 0.053814597427845, + 0.06618785858154297, + 0.09092769771814346, + 0.14088046550750732 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -1.144648551940918 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.3503012657165527 + ], + "opposite_logprob_tokens": [ + -0.10030126571655273 + ], + "logprob_reward": -2.3503012657165527, + "yes_no_margin_reward": -2.25, + "token_credit_reward": -2.3503012657165527, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16911175847053528, + 0.0492929145693779, + 0.09054243564605713, + 0.03398916870355606, + 0.28292492032051086, + 0.054975565522909164, + 0.0876687541604042, + 0.0896616131067276, + 0.0787380039691925, + 0.06309489905834198 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -2.3503012657165527 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023364821448922157 + ], + "opposite_logprob_tokens": [ + -3.773364782333374 + ], + "logprob_reward": -0.023364821448922157, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023364821448922157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12819644808769226, + 0.06943082064390182, + 0.08009441196918488, + 0.04402182996273041, + 0.4120744466781616, + 0.0253589004278183, + 0.06149785593152046, + 0.046657487750053406, + 0.06933223456144333, + 0.06333557516336441 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.023364821448922157 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02984124980866909 + ], + "opposite_logprob_tokens": [ + -3.529841184616089 + ], + "logprob_reward": -0.02984124980866909, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02984124980866909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09523837268352509, + 0.07649629563093185, + 0.028200587257742882, + 0.018011268228292465, + 0.22450655698776245, + 0.0859023705124855, + 0.1306334137916565, + 0.1157170757651329, + 0.15904968976974487, + 0.06624437123537064 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.02984124980866909 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020594919100403786 + ], + "opposite_logprob_tokens": [ + -3.895594835281372 + ], + "logprob_reward": -0.020594919100403786, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020594919100403786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10965763032436371, + 0.05535462871193886, + 0.06911194324493408, + 0.031231798231601715, + 0.14373500645160675, + 0.07181165367364883, + 0.10265873372554779, + 0.10455641150474548, + 0.08214876800775528, + 0.2297333925962448 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.020594919100403786 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, overhead medium shot, punctuated by violent camera shakes, captures a decisive moment. Within a magnificent hall framed by vast, luminous clusters of translucent crystals, countless prismatic rays of light cast iridescent reflections on the mirror-like obsidian floor. At the center of the frame, a muscular, sleek female fighter, clad in a tailored, high-slit royal blue cheongsam with the sheen of silk, delicately embroidered with silver phoenix patterns, reflects the radiance of the surrounding crystals as she moves. Her long, raven hair is tied up high, strands disheveled by her intense movements. Her face is one of intense concentration and stoicism. With a thunderous force, she lifts her right leg and slams it down onto a spherical energy core in the ground, pulsing with an unsteady purple glow. The core explodes beneath her feet, erupting in a blinding white light. Countless shimmering energy fragments and digital shards rain down in all directions, and a distinct, circular shockwave distorts the air, rapidly engulfing the entire screen. The entire picture presents the ultimate Final Fantasy style CG rendering texture, with gorgeous lighting effects, full of epic destructive power and tense atmosphere.", + "seed": 1368, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_15/index_7480_seed_1368_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5407636430580169, + "vlm_logprob": -0.5407636430580169, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.5407636430580169, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7653482556343079 + ], + "opposite_logprob_tokens": [ + -0.6403482556343079 + ], + "logprob_reward": -0.7653482556343079, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7653482556343079, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05862172320485115, + 0.07074254006147385, + 0.037524282932281494, + 0.03614400699734688, + 0.04862118512392044, + 0.2706276476383209, + 0.10581034421920776, + 0.18204770982265472, + 0.083713099360466, + 0.10614749044179916 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.7653482556343079 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9103268384933472 + ], + "opposite_logprob_tokens": [ + -0.16032688319683075 + ], + "logprob_reward": -1.9103268384933472, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9103268384933472, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.043168116360902786, + 0.08147527277469635, + 0.023327570408582687, + 0.03478945791721344, + 0.11848261207342148, + 0.0823948085308075, + 0.22281792759895325, + 0.16604678332805634, + 0.04045223072171211, + 0.18704523146152496 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -1.9103268384933472 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011111642234027386 + ], + "opposite_logprob_tokens": [ + -4.511111736297607 + ], + "logprob_reward": -0.011111642234027386, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011111642234027386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04176676645874977, + 0.09052286297082901, + 0.026518147438764572, + 0.020732130855321884, + 0.03236083313822746, + 0.07958417385816574, + 0.11917901039123535, + 0.11783377826213837, + 0.04268123209476471, + 0.4288210868835449 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.011111642234027386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212341979146004 + ], + "opposite_logprob_tokens": [ + -4.264212131500244 + ], + "logprob_reward": -0.014212341979146004, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212341979146004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019581308588385582, + 0.04997493326663971, + 0.014007305726408958, + 0.01520591787993908, + 0.06043453514575958, + 0.10147164762020111, + 0.1802167296409607, + 0.050761643797159195, + 0.038920119404792786, + 0.46942585706710815 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.014212341979146004 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028191369492560625 + ], + "opposite_logprob_tokens": [ + -5.877819061279297 + ], + "logprob_reward": -0.0028191369492560625, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028191369492560625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027110505849123, + 0.032349977642297745, + 0.016821879893541336, + 0.01746380142867565, + 0.046627700328826904, + 0.14874444901943207, + 0.13479796051979065, + 0.14687670767307281, + 0.03197566792368889, + 0.3972313106060028 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.0028191369492560625 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, overhead medium shot, punctuated by violent camera shakes, captures a decisive moment. Within a magnificent hall framed by vast, luminous clusters of translucent crystals, countless prismatic rays of light cast iridescent reflections on the mirror-like obsidian floor. At the center of the frame, a muscular, sleek female fighter, clad in a tailored, high-slit royal blue cheongsam with the sheen of silk, delicately embroidered with silver phoenix patterns, reflects the radiance of the surrounding crystals as she moves. Her long, raven hair is tied up high, strands disheveled by her intense movements. Her face is one of intense concentration and stoicism. With a thunderous force, she lifts her right leg and slams it down onto a spherical energy core in the ground, pulsing with an unsteady purple glow. The core explodes beneath her feet, erupting in a blinding white light. Countless shimmering energy fragments and digital shards rain down in all directions, and a distinct, circular shockwave distorts the air, rapidly engulfing the entire screen. The entire picture presents the ultimate Final Fantasy style CG rendering texture, with gorgeous lighting effects, full of epic destructive power and tense atmosphere.", + "seed": 1369, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_15/index_7480_seed_1369_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.42641708818264307, + "vlm_logprob": -0.42641708818264307, + "vlm_yes_no_margin": 3.0250000059604645, + "vlm_token_credit": -0.42641708818264307, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9816124439239502 + ], + "opposite_logprob_tokens": [ + -0.4816124737262726 + ], + "logprob_reward": -0.9816124439239502, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9816124439239502, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.31839480996131897, + 0.059339795261621475, + 0.07907643169164658, + 0.12382403016090393, + 0.044834308326244354, + 0.0688038244843483, + 0.045325689017772675, + 0.09804938733577728, + 0.0544024296104908, + 0.10794926434755325 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.9816124439239502 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370576620101929 + ], + "opposite_logprob_tokens": [ + -0.3870576322078705 + ], + "logprob_reward": -1.1370576620101929, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370576620101929, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12916763126850128, + 0.1268136203289032, + 0.021753692999482155, + 0.06083865463733673, + 0.03398125618696213, + 0.12803274393081665, + 0.027225825935602188, + 0.18701869249343872, + 0.148019939661026, + 0.1371479481458664 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -1.1370576620101929 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960546433925629 + ], + "opposite_logprob_tokens": [ + -5.130960464477539 + ], + "logprob_reward": -0.005960546433925629, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960546433925629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34248384833335876, + 0.08941444009542465, + 0.04106270521879196, + 0.07038392871618271, + 0.03992211073637009, + 0.04534994810819626, + 0.050590880215168, + 0.044133950024843216, + 0.03928534314036369, + 0.23737287521362305 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.005960546433925629 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004639812279492617 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.004639812279492617, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004639812279492617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21496835350990295, + 0.04985328018665314, + 0.022937098518013954, + 0.06298539787530899, + 0.022735441103577614, + 0.12344599515199661, + 0.015026930719614029, + 0.1179824098944664, + 0.05837797746062279, + 0.31168705224990845 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.004639812279492617 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video feature violent camera shakes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a muscular female fighter wearing a high-slit royal blue cheongsam with silver phoenix embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the character slam her right leg down onto a spherical energy core that explodes in a blinding white light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a circular shockwave distorting the air and engulfing the screen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002814976265653968 + ], + "opposite_logprob_tokens": [ + -5.877814769744873 + ], + "logprob_reward": -0.002814976265653968, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002814976265653968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14801627397537231, + 0.07657471299171448, + 0.014829681254923344, + 0.040612317621707916, + 0.03179079666733742, + 0.14364436268806458, + 0.03742683306336403, + 0.16921518743038177, + 0.09884946793317795, + 0.2390403002500534 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.002814976265653968 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_2/index_tensor([6478, 6478])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_2/index_tensor([6478, 6478])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..838caae83e3c2875b6ffc122b104b4a50765eb9a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_2/index_tensor([6478, 6478])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "powerful low-angle, close-up tracking shot follows a futuristic hovering tank, almost at ground level. The image is rendered in extreme black-and-white contrast and a coarse, grainy silver. Directly beneath the glaring alien sun, the tank's matte black, worn metal armor reflects piercing highlights, while its complex mechanical structure is plunged into deep shadows. The camera's focus is fixed on the ring-shaped anti-gravity thrusters at the tank's underside. It races wildly across the rugged alien landscape at breakneck speed, unleashing an invisible energy field that violently impacts the cracked, dry earth below, instantly blasting countless tiny black gravel and sharp rocks, unleashing a dense, swirling wave of dust that seems to come alive. Each piece of debris flung into the air is clearly defined in the high-contrast imagery, with some larger rocks even striking the tank's underbody armor, emitting brief, bright sparks before being swept away into the dust behind. The entire picture is full of out-of-focus, shaking and rough textures. The alien horizon in the background turns into blurred horizontal lines in high-speed motion, perfectly reproducing the primitive, wild and mechanically violent aesthetic sense of power in Daido Moriyama's photography.", + "seed": 21462, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_2/index_6478_seed_21462_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2500881846994162, + "vlm_logprob": -0.2500881846994162, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.2500881846994162, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5768999457359314 + ], + "opposite_logprob_tokens": [ + -0.8268999457359314 + ], + "logprob_reward": -0.5768999457359314, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5768999457359314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13273227214813232, + 0.12975288927555084, + 0.05401058495044708, + 0.08491034805774689, + 0.058313265442848206, + 0.0721796378493309, + 0.05940604954957962, + 0.08981835842132568, + 0.19728325307369232, + 0.12159334868192673 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.5768999457359314 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761677622795105 + ], + "opposite_logprob_tokens": [ + -0.8261677622795105 + ], + "logprob_reward": -0.5761677622795105, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761677622795105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1022488921880722, + 0.14737169444561005, + 0.12759888172149658, + 0.09572075307369232, + 0.04692460224032402, + 0.07344578206539154, + 0.03837278112769127, + 0.07796189934015274, + 0.25235292315483093, + 0.03800173103809357 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.5761677622795105 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500868335366249 + ], + "opposite_logprob_tokens": [ + -2.93000864982605 + ], + "logprob_reward": -0.05500868335366249, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500868335366249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06635040789842606, + 0.14878645539283752, + 0.05862579867243767, + 0.1802552193403244, + 0.0490853376686573, + 0.08571763336658478, + 0.09355652332305908, + 0.0742579773068428, + 0.2022063285112381, + 0.041158322244882584 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.05500868335366249 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008662858977913857 + ], + "opposite_logprob_tokens": [ + -4.758662700653076 + ], + "logprob_reward": -0.008662858977913857, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008662858977913857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09595027565956116, + 0.16269074380397797, + 0.030569961294531822, + 0.09483220428228378, + 0.218220517039299, + 0.08435939252376556, + 0.06333202123641968, + 0.05007142573595047, + 0.15476857125759125, + 0.04520484805107117 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.008662858977913857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370167315006256 + ], + "opposite_logprob_tokens": [ + -3.4087016582489014 + ], + "logprob_reward": -0.03370167315006256, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370167315006256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08447758853435516, + 0.044476576149463654, + 0.02426394447684288, + 0.042444150894880295, + 0.07950867712497711, + 0.1182476058602333, + 0.10883643478155136, + 0.04724232852458954, + 0.399475634098053, + 0.051027119159698486 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.03370167315006256 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful low-angle, close-up tracking shot follows a futuristic hovering tank, almost at ground level. The image is rendered in extreme black-and-white contrast and a coarse, grainy silver. Directly beneath the glaring alien sun, the tank's matte black, worn metal armor reflects piercing highlights, while its complex mechanical structure is plunged into deep shadows. The camera's focus is fixed on the ring-shaped anti-gravity thrusters at the tank's underside. It races wildly across the rugged alien landscape at breakneck speed, unleashing an invisible energy field that violently impacts the cracked, dry earth below, instantly blasting countless tiny black gravel and sharp rocks, unleashing a dense, swirling wave of dust that seems to come alive. Each piece of debris flung into the air is clearly defined in the high-contrast imagery, with some larger rocks even striking the tank's underbody armor, emitting brief, bright sparks before being swept away into the dust behind. The entire picture is full of out-of-focus, shaking and rough textures. The alien horizon in the background turns into blurred horizontal lines in high-speed motion, perfectly reproducing the primitive, wild and mechanically violent aesthetic sense of power in Daido Moriyama's photography.", + "seed": 21463, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_2/index_6478_seed_21463_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14950717613101006, + "vlm_logprob": -0.14950717613101006, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.14950717613101006, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3879072368144989 + ], + "opposite_logprob_tokens": [ + -1.1379072666168213 + ], + "logprob_reward": -0.3879072368144989, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3879072368144989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17432458698749542, + 0.10219129174947739, + 0.21223042905330658, + 0.24135273694992065, + 0.08057796210050583, + 0.0267056655138731, + 0.03247424215078354, + 0.0368841253221035, + 0.05373331159353256, + 0.03952562436461449 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.3879072368144989 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31346362829208374 + ], + "opposite_logprob_tokens": [ + -1.3134636878967285 + ], + "logprob_reward": -0.31346362829208374, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31346362829208374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06054046005010605, + 0.09758578985929489, + 0.14945828914642334, + 0.363726407289505, + 0.09864155948162079, + 0.06862202286720276, + 0.055665962398052216, + 0.04398106038570404, + 0.03715576231479645, + 0.024622658267617226 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.31346362829208374 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014218100346624851 + ], + "opposite_logprob_tokens": [ + -4.264218330383301 + ], + "logprob_reward": -0.014218100346624851, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014218100346624851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047753315418958664, + 0.027017515152692795, + 0.044918570667505264, + 0.7227299809455872, + 0.02813057042658329, + 0.015481389127671719, + 0.02488551288843155, + 0.02947700209915638, + 0.024738803505897522, + 0.03486739844083786 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.014218100346624851 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865884032100439 + ], + "opposite_logprob_tokens": [ + -4.7586588859558105 + ], + "logprob_reward": -0.00865884032100439, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865884032100439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10636547952890396, + 0.1687537133693695, + 0.09465379267930984, + 0.17415091395378113, + 0.05063402280211449, + 0.0401545912027359, + 0.047259826213121414, + 0.19691473245620728, + 0.037592098116874695, + 0.0835207998752594 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.00865884032100439 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288074880838394 + ], + "opposite_logprob_tokens": [ + -3.7732880115509033 + ], + "logprob_reward": -0.023288074880838394, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288074880838394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17256973683834076, + 0.08109735697507858, + 0.0885617658495903, + 0.2946421802043915, + 0.037961751222610474, + 0.035201527178287506, + 0.1439359188079834, + 0.03625819832086563, + 0.07927311211824417, + 0.03049841895699501 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.023288074880838394 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful low-angle, close-up tracking shot follows a futuristic hovering tank, almost at ground level. The image is rendered in extreme black-and-white contrast and a coarse, grainy silver. Directly beneath the glaring alien sun, the tank's matte black, worn metal armor reflects piercing highlights, while its complex mechanical structure is plunged into deep shadows. The camera's focus is fixed on the ring-shaped anti-gravity thrusters at the tank's underside. It races wildly across the rugged alien landscape at breakneck speed, unleashing an invisible energy field that violently impacts the cracked, dry earth below, instantly blasting countless tiny black gravel and sharp rocks, unleashing a dense, swirling wave of dust that seems to come alive. Each piece of debris flung into the air is clearly defined in the high-contrast imagery, with some larger rocks even striking the tank's underbody armor, emitting brief, bright sparks before being swept away into the dust behind. The entire picture is full of out-of-focus, shaking and rough textures. The alien horizon in the background turns into blurred horizontal lines in high-speed motion, perfectly reproducing the primitive, wild and mechanically violent aesthetic sense of power in Daido Moriyama's photography.", + "seed": 21464, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_2/index_6478_seed_21464_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2792254752479494, + "vlm_logprob": -0.2792254752479494, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.2792254752479494, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8987469673156738 + ], + "opposite_logprob_tokens": [ + -0.5237469673156738 + ], + "logprob_reward": -0.8987469673156738, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8987469673156738, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12411048263311386, + 0.1656028926372528, + 0.14210958778858185, + 0.19452892243862152, + 0.051047373563051224, + 0.0722692608833313, + 0.11928940564393997, + 0.01265220157802105, + 0.02718123234808445, + 0.09120859950780869 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.8987469673156738 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742947518825531 + ], + "opposite_logprob_tokens": [ + -0.9742947816848755 + ], + "logprob_reward": -0.4742947518825531, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742947518825531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11454938352108002, + 0.19331935048103333, + 0.06828873604536057, + 0.10944422334432602, + 0.052016180008649826, + 0.19342873990535736, + 0.11763815581798553, + 0.034491945058107376, + 0.04818855598568916, + 0.06863471865653992 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.4742947518825531 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008653759025037289 + ], + "opposite_logprob_tokens": [ + -4.75865364074707 + ], + "logprob_reward": -0.008653759025037289, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008653759025037289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13274259865283966, + 0.18936075270175934, + 0.11816055327653885, + 0.21986347436904907, + 0.06357568502426147, + 0.08700069040060043, + 0.05533621087670326, + 0.017197972163558006, + 0.03171348571777344, + 0.08504859358072281 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.008653759025037289 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046503725461661816 + ], + "opposite_logprob_tokens": [ + -5.379650592803955 + ], + "logprob_reward": -0.0046503725461661816, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046503725461661816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11666066199541092, + 0.12289726734161377, + 0.10382428765296936, + 0.2007557600736618, + 0.02214192785322666, + 0.16049976646900177, + 0.09097590297460556, + 0.0544436015188694, + 0.04420066997408867, + 0.0836002305150032 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.0046503725461661816 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978152547031641 + ], + "opposite_logprob_tokens": [ + -4.634781360626221 + ], + "logprob_reward": -0.00978152547031641, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978152547031641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09699716418981552, + 0.2832658588886261, + 0.1350080966949463, + 0.22053006291389465, + 0.032119229435920715, + 0.022050080820918083, + 0.08028312772512436, + 0.02665981650352478, + 0.041372500360012054, + 0.06171410158276558 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.00978152547031641 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful low-angle, close-up tracking shot follows a futuristic hovering tank, almost at ground level. The image is rendered in extreme black-and-white contrast and a coarse, grainy silver. Directly beneath the glaring alien sun, the tank's matte black, worn metal armor reflects piercing highlights, while its complex mechanical structure is plunged into deep shadows. The camera's focus is fixed on the ring-shaped anti-gravity thrusters at the tank's underside. It races wildly across the rugged alien landscape at breakneck speed, unleashing an invisible energy field that violently impacts the cracked, dry earth below, instantly blasting countless tiny black gravel and sharp rocks, unleashing a dense, swirling wave of dust that seems to come alive. Each piece of debris flung into the air is clearly defined in the high-contrast imagery, with some larger rocks even striking the tank's underbody armor, emitting brief, bright sparks before being swept away into the dust behind. The entire picture is full of out-of-focus, shaking and rough textures. The alien horizon in the background turns into blurred horizontal lines in high-speed motion, perfectly reproducing the primitive, wild and mechanically violent aesthetic sense of power in Daido Moriyama's photography.", + "seed": 21465, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_2/index_6478_seed_21465_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05742425350472331, + "vlm_logprob": -0.05742425350472331, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.05742425350472331, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043482597917318344 + ], + "opposite_logprob_tokens": [ + -3.168482542037964 + ], + "logprob_reward": -0.043482597917318344, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043482597917318344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11674148589372635, + 0.12886810302734375, + 0.09328299015760422, + 0.18670742213726044, + 0.1917353719472885, + 0.07028250396251678, + 0.02523002028465271, + 0.1025693267583847, + 0.03309537470340729, + 0.051487408578395844 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.043482597917318344 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20155221223831177 + ], + "opposite_logprob_tokens": [ + -1.701552152633667 + ], + "logprob_reward": -0.20155221223831177, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20155221223831177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09406393021345139, + 0.15441958606243134, + 0.20899993181228638, + 0.051431551575660706, + 0.16056105494499207, + 0.091394804418087, + 0.05283811688423157, + 0.08844748139381409, + 0.05378825590014458, + 0.044055283069610596 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.20155221223831177 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790261276066303 + ], + "opposite_logprob_tokens": [ + -4.634790420532227 + ], + "logprob_reward": -0.009790261276066303, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790261276066303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09351129829883575, + 0.052540820091962814, + 0.06003034487366676, + 0.05651804432272911, + 0.11745046079158783, + 0.2375570833683014, + 0.06744670122861862, + 0.17873647809028625, + 0.04939204081892967, + 0.0868166908621788 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.009790261276066303 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005955806467682123 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.005955806467682123, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005955806467682123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07174685597419739, + 0.11008046567440033, + 0.05089103803038597, + 0.21087074279785156, + 0.17689363658428192, + 0.06655967980623245, + 0.04151047766208649, + 0.07061278074979782, + 0.10420586168766022, + 0.09662844985723495 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.005955806467682123 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a futuristic hovering tank with matte black, worn metal armor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tank moving at breakneck speed across a rugged alien landscape with cracked, dry earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tank unleash an invisible energy field that blasts gravel and rocks, creating a dense, swirling wave of dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in extreme black-and-white contrast with a coarse, grainy silver texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, close-up tracking shot focused on the ring-shaped anti-gravity thrusters?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026340389624238014 + ], + "opposite_logprob_tokens": [ + -3.6513404846191406 + ], + "logprob_reward": -0.026340389624238014, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026340389624238014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15700046718120575, + 0.31005406379699707, + 0.10317058116197586, + 0.0644736960530281, + 0.03586852550506592, + 0.099197156727314, + 0.03337855637073517, + 0.07979918271303177, + 0.059511877596378326, + 0.05754588171839714 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.026340389624238014 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_3/index_tensor([9520, 9520])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_3/index_tensor([9520, 9520])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1a2eebc3c8c7b8e88b670c25c3ceebef1836a00f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_3/index_tensor([9520, 9520])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up begins a slow, deliberate pan to the right, across the dark, grainy surface of the mahogany nightstand. The camera's movement first reveals a small, round white pill, its smooth, matte finish contrasting sharply with the rich, dark wood. The scene is illuminated by a warm light source, a bedside lamp outside the frame, casting long, soft shadows and highlighting the subtle imperfections of the wood. As the pan continues, a slender hand with pale skin and neatly manicured nails enters the frame, moving quietly and steadily. Fingers circle the pill and gently wrap around a simple, clear glass half-filled with still water, creating subtle ripples on the surface. The hand steadily lifts the glass from the nightstand, condensation on the base leaving a faint, dark ring on the wood. The glass is brought toward the camera, then slightly raised, just out of the primary focus of the frame, and gently tilted. As a quiet sip is taken, the water level noticeably drops, creating an atmosphere of contemplation and profound personal connection. A nighttime routine.", + "seed": 17643, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_3/index_9520_seed_17643_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.024700273480266332, + "vlm_logprob": -0.024700273480266332, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.024700273480266332, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.022522488608956337 + ], + "opposite_logprob_tokens": [ + -3.897522449493408 + ], + "logprob_reward": -0.022522488608956337, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.022522488608956337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23414550721645355, + 0.08164028823375702, + 0.18269571661949158, + 0.06562665104866028, + 0.09424666315317154, + 0.0348602719604969, + 0.06747335195541382, + 0.04482445865869522, + 0.09453483670949936, + 0.09995228052139282 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.022522488608956337 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03374132141470909 + ], + "opposite_logprob_tokens": [ + -3.4087412357330322 + ], + "logprob_reward": -0.03374132141470909, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03374132141470909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14705918729305267, + 0.19089283049106598, + 0.16337738931179047, + 0.09446308761835098, + 0.07770001888275146, + 0.053655851632356644, + 0.05819291993975639, + 0.047273918986320496, + 0.11872897297143936, + 0.04865586385130882 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.03374132141470909 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645959198474884 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008645959198474884, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645959198474884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3020946979522705, + 0.06094655022025108, + 0.04638838395476341, + 0.10750351846218109, + 0.12218435853719711, + 0.06030860170722008, + 0.0548001192510128, + 0.05748073384165764, + 0.1561114639043808, + 0.0321815051138401 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.008645959198474884 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036247759126126766 + ], + "opposite_logprob_tokens": [ + -5.62862491607666 + ], + "logprob_reward": -0.0036247759126126766, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036247759126126766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20165614783763885, + 0.09128400683403015, + 0.09634817391633987, + 0.18617917597293854, + 0.09294194728136063, + 0.05443105101585388, + 0.04940640926361084, + 0.027662688866257668, + 0.14803224802017212, + 0.05205809697508812 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.0036247759126126766 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054966822266578674 + ], + "opposite_logprob_tokens": [ + -2.929966926574707 + ], + "logprob_reward": -0.054966822266578674, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054966822266578674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0819450244307518, + 0.08695991337299347, + 0.0671243891119957, + 0.055971547961235046, + 0.1621086746454239, + 0.05235466733574867, + 0.10520479828119278, + 0.07345451414585114, + 0.252481609582901, + 0.06239484250545502 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.054966822266578674 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up begins a slow, deliberate pan to the right, across the dark, grainy surface of the mahogany nightstand. The camera's movement first reveals a small, round white pill, its smooth, matte finish contrasting sharply with the rich, dark wood. The scene is illuminated by a warm light source, a bedside lamp outside the frame, casting long, soft shadows and highlighting the subtle imperfections of the wood. As the pan continues, a slender hand with pale skin and neatly manicured nails enters the frame, moving quietly and steadily. Fingers circle the pill and gently wrap around a simple, clear glass half-filled with still water, creating subtle ripples on the surface. The hand steadily lifts the glass from the nightstand, condensation on the base leaving a faint, dark ring on the wood. The glass is brought toward the camera, then slightly raised, just out of the primary focus of the frame, and gently tilted. As a quiet sip is taken, the water level noticeably drops, creating an atmosphere of contemplation and profound personal connection. A nighttime routine.", + "seed": 17644, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_3/index_9520_seed_17644_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05562832024879753, + "vlm_logprob": -0.05562832024879753, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.05562832024879753, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021373067051172256 + ], + "opposite_logprob_tokens": [ + -4.021373271942139 + ], + "logprob_reward": -0.021373067051172256, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.021373067051172256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2915913462638855, + 0.04218834638595581, + 0.03746211156249046, + 0.052810169756412506, + 0.11394210159778595, + 0.2639924883842468, + 0.04993699863553047, + 0.06169541925191879, + 0.06487439572811127, + 0.02150665409862995 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.021373067051172256 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16041918098926544 + ], + "opposite_logprob_tokens": [ + -1.910419225692749 + ], + "logprob_reward": -0.16041918098926544, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16041918098926544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17454573512077332, + 0.047381870448589325, + 0.1461179554462433, + 0.1007005125284195, + 0.09984966367483139, + 0.20271512866020203, + 0.09332652390003204, + 0.07362823933362961, + 0.01683947443962097, + 0.04489491134881973 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.16041918098926544 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319589558057487 + ], + "opposite_logprob_tokens": [ + -5.753195762634277 + ], + "logprob_reward": -0.00319589558057487, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319589558057487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02634081244468689, + 0.01633545383810997, + 0.02684428170323372, + 0.019993847236037254, + 0.07792511582374573, + 0.7366089820861816, + 0.03471769019961357, + 0.021103400737047195, + 0.02620893158018589, + 0.013921534642577171 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.00319589558057487 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004101674538105726 + ], + "opposite_logprob_tokens": [ + -5.504101753234863 + ], + "logprob_reward": -0.004101674538105726, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004101674538105726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08225996047258377, + 0.024254553020000458, + 0.044982150197029114, + 0.03350164368748665, + 0.18462729454040527, + 0.28328049182891846, + 0.07178569585084915, + 0.07133952528238297, + 0.12479846179485321, + 0.07917018979787827 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.004101674538105726 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905178308486938 + ], + "opposite_logprob_tokens": [ + -2.4640517234802246 + ], + "logprob_reward": -0.08905178308486938, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905178308486938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032054413110017776, + 0.021628767251968384, + 0.029107850044965744, + 0.031742580235004425, + 0.027877189218997955, + 0.6605046391487122, + 0.040987368673086166, + 0.03167840838432312, + 0.06833040714263916, + 0.056088365614414215 + ], + "top_frames": [ + 5, + 8, + 9 + ], + "selected_reward": -0.08905178308486938 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up begins a slow, deliberate pan to the right, across the dark, grainy surface of the mahogany nightstand. The camera's movement first reveals a small, round white pill, its smooth, matte finish contrasting sharply with the rich, dark wood. The scene is illuminated by a warm light source, a bedside lamp outside the frame, casting long, soft shadows and highlighting the subtle imperfections of the wood. As the pan continues, a slender hand with pale skin and neatly manicured nails enters the frame, moving quietly and steadily. Fingers circle the pill and gently wrap around a simple, clear glass half-filled with still water, creating subtle ripples on the surface. The hand steadily lifts the glass from the nightstand, condensation on the base leaving a faint, dark ring on the wood. The glass is brought toward the camera, then slightly raised, just out of the primary focus of the frame, and gently tilted. As a quiet sip is taken, the water level noticeably drops, creating an atmosphere of contemplation and profound personal connection. A nighttime routine.", + "seed": 17645, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_3/index_9520_seed_17645_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08108763252384961, + "vlm_logprob": -0.08108763252384961, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.08108763252384961, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03502776846289635 + ], + "opposite_logprob_tokens": [ + -3.4100277423858643 + ], + "logprob_reward": -0.03502776846289635, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03502776846289635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1404830813407898, + 0.10681097209453583, + 0.14601850509643555, + 0.325286328792572, + 0.05492022633552551, + 0.034860193729400635, + 0.02968788519501686, + 0.10935812443494797, + 0.033235225826501846, + 0.01933955028653145 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.03502776846289635 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813666105270386 + ], + "opposite_logprob_tokens": [ + -3.2881367206573486 + ], + "logprob_reward": -0.03813666105270386, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813666105270386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051763925701379776, + 0.025730382651090622, + 0.10053031146526337, + 0.535381555557251, + 0.04290924221277237, + 0.054989200085401535, + 0.03822440281510353, + 0.0437249131500721, + 0.0745897889137268, + 0.032156314700841904 + ], + "top_frames": [ + 3, + 2, + 8 + ], + "selected_reward": -0.03813666105270386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270710527896881 + ], + "opposite_logprob_tokens": [ + -2.1270711421966553 + ], + "logprob_reward": -0.1270710527896881, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270710527896881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17480185627937317, + 0.09686077386140823, + 0.05249951407313347, + 0.214917853474617, + 0.05007646232843399, + 0.030999230220913887, + 0.030591867864131927, + 0.05410442873835564, + 0.04985848441720009, + 0.2452896237373352 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.1270710527896881 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003624063218012452 + ], + "opposite_logprob_tokens": [ + -5.628623962402344 + ], + "logprob_reward": -0.003624063218012452, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003624063218012452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12942320108413696, + 0.07329554110765457, + 0.11447621136903763, + 0.3091566860675812, + 0.0531340129673481, + 0.050672899931669235, + 0.024495037272572517, + 0.04404515400528908, + 0.054913491010665894, + 0.1463877260684967 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.003624063218012452 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20157861709594727 + ], + "opposite_logprob_tokens": [ + -1.7015786170959473 + ], + "logprob_reward": -0.20157861709594727, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20157861709594727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08441175520420074, + 0.06533798575401306, + 0.1870887130498886, + 0.2722547650337219, + 0.05243491381406784, + 0.03727929666638374, + 0.03964504599571228, + 0.046206388622522354, + 0.05923895910382271, + 0.15610213577747345 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.20157861709594727 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up begins a slow, deliberate pan to the right, across the dark, grainy surface of the mahogany nightstand. The camera's movement first reveals a small, round white pill, its smooth, matte finish contrasting sharply with the rich, dark wood. The scene is illuminated by a warm light source, a bedside lamp outside the frame, casting long, soft shadows and highlighting the subtle imperfections of the wood. As the pan continues, a slender hand with pale skin and neatly manicured nails enters the frame, moving quietly and steadily. Fingers circle the pill and gently wrap around a simple, clear glass half-filled with still water, creating subtle ripples on the surface. The hand steadily lifts the glass from the nightstand, condensation on the base leaving a faint, dark ring on the wood. The glass is brought toward the camera, then slightly raised, just out of the primary focus of the frame, and gently tilted. As a quiet sip is taken, the water level noticeably drops, creating an atmosphere of contemplation and profound personal connection. A nighttime routine.", + "seed": 17646, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_3/index_9520_seed_17646_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.035660195630043745, + "vlm_logprob": -0.035660195630043745, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.035660195630043745, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05666690692305565 + ], + "opposite_logprob_tokens": [ + -2.931666851043701 + ], + "logprob_reward": -0.05666690692305565, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05666690692305565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09763681888580322, + 0.07018149644136429, + 0.32588812708854675, + 0.051138170063495636, + 0.1557195782661438, + 0.035275839269161224, + 0.05276354402303696, + 0.02974848821759224, + 0.02435963973402977, + 0.1572882980108261 + ], + "top_frames": [ + 2, + 9, + 4 + ], + "selected_reward": -0.05666690692305565 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023334309458732605 + ], + "opposite_logprob_tokens": [ + -3.773334264755249 + ], + "logprob_reward": -0.023334309458732605, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023334309458732605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.162162646651268, + 0.09912893921136856, + 0.257333368062973, + 0.08859450370073318, + 0.14062348008155823, + 0.025784309953451157, + 0.06293486803770065, + 0.03052019327878952, + 0.04626121371984482, + 0.08665641397237778 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.023334309458732605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550069019198418 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012550069019198418, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550069019198418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09418840706348419, + 0.04006526991724968, + 0.1178135797381401, + 0.04329594224691391, + 0.08517917990684509, + 0.09722798317670822, + 0.24583539366722107, + 0.1529272496700287, + 0.06229311227798462, + 0.06117386743426323 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.012550069019198418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006749450694769621 + ], + "opposite_logprob_tokens": [ + -5.006749629974365 + ], + "logprob_reward": -0.006749450694769621, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006749450694769621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11920953541994095, + 0.12598568201065063, + 0.1303880661725998, + 0.05512934923171997, + 0.06794675439596176, + 0.048848625272512436, + 0.07346503436565399, + 0.09995558112859726, + 0.13829217851161957, + 0.14077919721603394 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.006749450694769621 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with an extreme close-up of a dark, grainy mahogany nightstand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly and deliberately to the right across the nightstand surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand with pale skin and neatly manicured nails visible entering the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the hand lift a clear glass half-filled with water, showing condensation and a dark ring on the wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the hand tilt the glass toward the camera and take a sip causing the water level to drop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900024205446243 + ], + "opposite_logprob_tokens": [ + -2.579000234603882 + ], + "logprob_reward": -0.07900024205446243, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900024205446243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0657678171992302, + 0.057195212692022324, + 0.056069448590278625, + 0.05267097055912018, + 0.10836312174797058, + 0.07918768376111984, + 0.03508962318301201, + 0.046438369899988174, + 0.1739141196012497, + 0.3253036141395569 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.07900024205446243 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_4/index_tensor([1080, 1080])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_4/index_tensor([1080, 1080])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..abd70c163bd35d8738f3cb90dcb5568519ecd970 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_4/index_tensor([1080, 1080])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a slightly upward angle, the camera slowly pans from left to right, slowly panning across a young painter dressed in a wide-sleeved, moon-white Hanfu robe. His long, jet-black hair is tied into a high bun with a simple cloth ribbon, a few strands falling around his lean, sharply defined face. His eyes are focused and sharp. He stands firmly on a wooden plank, facing an ancient temple wall, slightly mottled by time and erosion, its ivory white. In his right hand, he grips a large, wolf-hair brush, saturated with rich ink and held in a gentle, smooth shaft. His arm moves with steady and deliberate control. With a sudden push of his wrist, a powerful black line instantly traces the wall, adding a decisive fold to the robe of a knight dancing with a sword on a mountaintop. As the brush tip falls, the ink smears slightly across the rough surface, imbued with a sense of power and texture. Warm afternoon sunlight slants through a carved wooden window pane, casting long shadows on his flowing robes and the vast murals. Motes of dust dancing in the air are clearly visible in the beams. At his feet lie several ceramic bowls filled with ochre, cinnabar, and other mineral pigments. The entire scene, bathed in warm light, exudes a tranquil, solemn atmosphere rich with the tension of classical artistic creation.", + "seed": 16476, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_4/index_1080_seed_16476_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03578714234754443, + "vlm_logprob": -0.03578714234754443, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.03578714234754443, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02726350538432598 + ], + "opposite_logprob_tokens": [ + -3.6522634029388428 + ], + "logprob_reward": -0.02726350538432598, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02726350538432598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2547777593135834, + 0.08076880127191544, + 0.06245148181915283, + 0.14282333850860596, + 0.075538270175457, + 0.14137405157089233, + 0.04497218504548073, + 0.08051205426454544, + 0.04459337145090103, + 0.07218873500823975 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.02726350538432598 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866931214928627 + ], + "opposite_logprob_tokens": [ + -3.0486693382263184 + ], + "logprob_reward": -0.04866931214928627, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866931214928627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13527056574821472, + 0.26931995153427124, + 0.034021176397800446, + 0.09278661757707596, + 0.024634240195155144, + 0.03888516500592232, + 0.054052263498306274, + 0.22865469753742218, + 0.06306302547454834, + 0.05931229516863823 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.04866931214928627 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029805727303028107 + ], + "opposite_logprob_tokens": [ + -3.5298056602478027 + ], + "logprob_reward": -0.029805727303028107, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029805727303028107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10529376566410065, + 0.10816467553377151, + 0.1278098225593567, + 0.06017433851957321, + 0.17149074375629425, + 0.03327300399541855, + 0.0518791526556015, + 0.06520526111125946, + 0.05220622569322586, + 0.2245030254125595 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.029805727303028107 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00319446949288249 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.00319446949288249, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00319446949288249, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10468170046806335, + 0.08882354199886322, + 0.1630239188671112, + 0.08256913721561432, + 0.11205296963453293, + 0.02527480386197567, + 0.0725727453827858, + 0.178606316447258, + 0.05468833073973656, + 0.11770650744438171 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.00319446949288249 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000269740819931 + ], + "opposite_logprob_tokens": [ + -2.695002794265747 + ], + "logprob_reward": -0.07000269740819931, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000269740819931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11148190498352051, + 0.10799671709537506, + 0.16317057609558105, + 0.05482926592230797, + 0.08676616102457047, + 0.15319325029850006, + 0.12450972199440002, + 0.12341295927762985, + 0.03316701948642731, + 0.04147234186530113 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.07000269740819931 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the camera slowly pans from left to right, slowly panning across a young painter dressed in a wide-sleeved, moon-white Hanfu robe. His long, jet-black hair is tied into a high bun with a simple cloth ribbon, a few strands falling around his lean, sharply defined face. His eyes are focused and sharp. He stands firmly on a wooden plank, facing an ancient temple wall, slightly mottled by time and erosion, its ivory white. In his right hand, he grips a large, wolf-hair brush, saturated with rich ink and held in a gentle, smooth shaft. His arm moves with steady and deliberate control. With a sudden push of his wrist, a powerful black line instantly traces the wall, adding a decisive fold to the robe of a knight dancing with a sword on a mountaintop. As the brush tip falls, the ink smears slightly across the rough surface, imbued with a sense of power and texture. Warm afternoon sunlight slants through a carved wooden window pane, casting long shadows on his flowing robes and the vast murals. Motes of dust dancing in the air are clearly visible in the beams. At his feet lie several ceramic bowls filled with ochre, cinnabar, and other mineral pigments. The entire scene, bathed in warm light, exudes a tranquil, solemn atmosphere rich with the tension of classical artistic creation.", + "seed": 16477, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_4/index_1080_seed_16477_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09885817840695381, + "vlm_logprob": -0.09885817840695381, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.09885817840695381, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03925861790776253 + ], + "opposite_logprob_tokens": [ + -3.2892587184906006 + ], + "logprob_reward": -0.03925861790776253, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03925861790776253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061631761491298676, + 0.05733579397201538, + 0.05467412993311882, + 0.5542638301849365, + 0.06311522424221039, + 0.050050366669893265, + 0.055199358612298965, + 0.05996472015976906, + 0.02710542269051075, + 0.01665940135717392 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.03925861790776253 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033135116100311 + ], + "opposite_logprob_tokens": [ + -2.3503313064575195 + ], + "logprob_reward": -0.10033135116100311, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033135116100311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08973074704408646, + 0.060617078095674515, + 0.08393710851669312, + 0.05743119493126869, + 0.21947847306728363, + 0.051628950983285904, + 0.08891713619232178, + 0.09442804753780365, + 0.12065141648054123, + 0.13317984342575073 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.10033135116100311 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038097988814115524 + ], + "opposite_logprob_tokens": [ + -3.288098096847534 + ], + "logprob_reward": -0.038097988814115524, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038097988814115524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13022741675376892, + 0.09003100544214249, + 0.0874658077955246, + 0.0523408018052578, + 0.26605963706970215, + 0.05604119971394539, + 0.11490453779697418, + 0.08730140328407288, + 0.058825887739658356, + 0.056802306324243546 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.038097988814115524 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031943507492542267 + ], + "opposite_logprob_tokens": [ + -5.753194332122803 + ], + "logprob_reward": -0.0031943507492542267, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031943507492542267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16332760453224182, + 0.07660230994224548, + 0.05300142616033554, + 0.15581189095973969, + 0.13531559705734253, + 0.06211713328957558, + 0.10874075442552567, + 0.08722627907991409, + 0.08583156019449234, + 0.07202543318271637 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0031943507492542267 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31340858340263367 + ], + "opposite_logprob_tokens": [ + -1.313408613204956 + ], + "logprob_reward": -0.31340858340263367, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31340858340263367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13274647295475006, + 0.13588957488536835, + 0.07467339932918549, + 0.1705632358789444, + 0.12812180817127228, + 0.17201760411262512, + 0.09569139778614044, + 0.04426528140902519, + 0.020890314131975174, + 0.025140931829810143 + ], + "top_frames": [ + 5, + 3, + 1 + ], + "selected_reward": -0.31340858340263367 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the camera slowly pans from left to right, slowly panning across a young painter dressed in a wide-sleeved, moon-white Hanfu robe. His long, jet-black hair is tied into a high bun with a simple cloth ribbon, a few strands falling around his lean, sharply defined face. His eyes are focused and sharp. He stands firmly on a wooden plank, facing an ancient temple wall, slightly mottled by time and erosion, its ivory white. In his right hand, he grips a large, wolf-hair brush, saturated with rich ink and held in a gentle, smooth shaft. His arm moves with steady and deliberate control. With a sudden push of his wrist, a powerful black line instantly traces the wall, adding a decisive fold to the robe of a knight dancing with a sword on a mountaintop. As the brush tip falls, the ink smears slightly across the rough surface, imbued with a sense of power and texture. Warm afternoon sunlight slants through a carved wooden window pane, casting long shadows on his flowing robes and the vast murals. Motes of dust dancing in the air are clearly visible in the beams. At his feet lie several ceramic bowls filled with ochre, cinnabar, and other mineral pigments. The entire scene, bathed in warm light, exudes a tranquil, solemn atmosphere rich with the tension of classical artistic creation.", + "seed": 16478, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_4/index_1080_seed_16478_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06999443951062859, + "vlm_logprob": -0.06999443951062859, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.06999443951062859, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0348624624311924 + ], + "opposite_logprob_tokens": [ + -3.409862518310547 + ], + "logprob_reward": -0.0348624624311924, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0348624624311924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2763144373893738, + 0.04098745808005333, + 0.12746329605579376, + 0.019693803042173386, + 0.04443689063191414, + 0.03127320483326912, + 0.05209602415561676, + 0.1811852753162384, + 0.08355455845594406, + 0.14299507439136505 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0348624624311924 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706643342971802 + ], + "opposite_logprob_tokens": [ + -2.1270663738250732 + ], + "logprob_reward": -0.12706643342971802, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706643342971802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14894087612628937, + 0.06302786618471146, + 0.03630577772855759, + 0.07989629358053207, + 0.36771485209465027, + 0.04800292104482651, + 0.022929178550839424, + 0.0643584281206131, + 0.056636109948158264, + 0.1121877133846283 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.12706643342971802 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306819662451744 + ], + "opposite_logprob_tokens": [ + -3.1680681705474854 + ], + "logprob_reward": -0.04306819662451744, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306819662451744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10870686918497086, + 0.1002335250377655, + 0.042911361902952194, + 0.0419699065387249, + 0.12352826446294785, + 0.03598346561193466, + 0.06310952454805374, + 0.06863264739513397, + 0.12333892285823822, + 0.2915855050086975 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.04306819662451744 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021991373505443335 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.0021991373505443335, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021991373505443335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14955750107765198, + 0.1041836068034172, + 0.027082279324531555, + 0.055349983274936676, + 0.21067912876605988, + 0.07997182011604309, + 0.034739281982183456, + 0.07964473217725754, + 0.08897321671247482, + 0.16981841623783112 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.0021991373505443335 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277596771717072 + ], + "opposite_logprob_tokens": [ + -2.0177760124206543 + ], + "logprob_reward": -0.14277596771717072, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14277596771717072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20669841766357422, + 0.18638794124126434, + 0.02936932072043419, + 0.13926014304161072, + 0.10145202279090881, + 0.07913876324892044, + 0.048049721866846085, + 0.05200924724340439, + 0.04366558417677879, + 0.11396889388561249 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.14277596771717072 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the camera slowly pans from left to right, slowly panning across a young painter dressed in a wide-sleeved, moon-white Hanfu robe. His long, jet-black hair is tied into a high bun with a simple cloth ribbon, a few strands falling around his lean, sharply defined face. His eyes are focused and sharp. He stands firmly on a wooden plank, facing an ancient temple wall, slightly mottled by time and erosion, its ivory white. In his right hand, he grips a large, wolf-hair brush, saturated with rich ink and held in a gentle, smooth shaft. His arm moves with steady and deliberate control. With a sudden push of his wrist, a powerful black line instantly traces the wall, adding a decisive fold to the robe of a knight dancing with a sword on a mountaintop. As the brush tip falls, the ink smears slightly across the rough surface, imbued with a sense of power and texture. Warm afternoon sunlight slants through a carved wooden window pane, casting long shadows on his flowing robes and the vast murals. Motes of dust dancing in the air are clearly visible in the beams. At his feet lie several ceramic bowls filled with ochre, cinnabar, and other mineral pigments. The entire scene, bathed in warm light, exudes a tranquil, solemn atmosphere rich with the tension of classical artistic creation.", + "seed": 16479, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_4/index_1080_seed_16479_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07286427663639188, + "vlm_logprob": -0.07286427663639188, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.07286427663639188, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08024871349334717 + ], + "opposite_logprob_tokens": [ + -2.5802488327026367 + ], + "logprob_reward": -0.08024871349334717, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08024871349334717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2746020257472992, + 0.03949912264943123, + 0.043853115290403366, + 0.07165013998746872, + 0.0629337951540947, + 0.08374006301164627, + 0.03307873755693436, + 0.29868268966674805, + 0.05872237682342529, + 0.03323791176080704 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.08024871349334717 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205086037516594 + ], + "opposite_logprob_tokens": [ + -2.8120508193969727 + ], + "logprob_reward": -0.06205086037516594, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205086037516594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21438272297382355, + 0.19223836064338684, + 0.03573763743042946, + 0.09794490784406662, + 0.04699339345097542, + 0.05652248486876488, + 0.10269436985254288, + 0.14617815613746643, + 0.06444724649190903, + 0.0428607240319252 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.06205086037516594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495835840702057 + ], + "opposite_logprob_tokens": [ + -2.9299583435058594 + ], + "logprob_reward": -0.05495835840702057, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495835840702057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2860046923160553, + 0.09516236186027527, + 0.04634103924036026, + 0.051260508596897125, + 0.06715741008520126, + 0.024536656215786934, + 0.11850962787866592, + 0.15255515277385712, + 0.10063372552394867, + 0.057838816195726395 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.05495835840702057 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067374915815889835 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.0067374915815889835, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067374915815889835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09703559428453445, + 0.05341950058937073, + 0.021780531853437424, + 0.06573004275560379, + 0.06252696365118027, + 0.03431326895952225, + 0.2657553553581238, + 0.15686927735805511, + 0.11941977590322495, + 0.12314974516630173 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.0067374915815889835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young man wearing a wide-sleeved, moon-white Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man standing on a wooden plank facing an ancient, ivory-white temple wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man hold a large wolf-hair brush saturated with ink in his right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man make a sudden wrist movement causing a black line to trace the wall while ceramic bowls with pigments are visible at his feet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan from left to right while warm sunlight casts long shadows and dust motes are visible in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16032595932483673 + ], + "opposite_logprob_tokens": [ + -1.9103260040283203 + ], + "logprob_reward": -0.16032595932483673, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16032595932483673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1128423735499382, + 0.12112744152545929, + 0.05492868274450302, + 0.0351303331553936, + 0.03356265649199486, + 0.03310791403055191, + 0.2073698341846466, + 0.29715538024902344, + 0.0650419220328331, + 0.03973350301384926 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.16032595932483673 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_5/index_tensor([5234, 5234])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_5/index_tensor([5234, 5234])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d4c29dc19b0b3411b620f83979b0ea8d3a9c1e47 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_5/index_tensor([5234, 5234])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This dramatic low-angle tracking shot, filmed in the style of a high-speed sports documentary, captures a massive centipede fleeing in extreme slow motion across a barren rock surface. Its elongated, segmented body is a glossy, iridescent black, each chitinous plate catching the harsh, direct overhead light. In stark contrast, its hundreds of spindly legs are a startlingly bright, almost neon yellow, moving with hypnotic athletic precision in visible, undulating waves. The camera remains level with the creature, emphasizing its immense scale as it crawls across the crevice-covered, sun-bleached terrain. In incredibly detailed slow motion, each leg can be seen firmly planted before propelling the body forward, kicking up tiny particles of dust and pebbles suspended in the air. The intense overhead sunlight casts brief, stark, and sharply defined shadows directly beneath the form, emphasizing the desperate rhythm of its movements and creating a high-contrast, visually arresting scene that is both tense and spectacular.", + "seed": 15254, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_5/index_5234_seed_15254_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0295883116312325, + "vlm_logprob": -0.0295883116312325, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.0295883116312325, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011706702411174774 + ], + "opposite_logprob_tokens": [ + -4.511706829071045 + ], + "logprob_reward": -0.011706702411174774, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011706702411174774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15298745036125183, + 0.04209854453802109, + 0.07257629930973053, + 0.11594638973474503, + 0.0944400429725647, + 0.04879062622785568, + 0.10261866450309753, + 0.23643481731414795, + 0.05068257451057434, + 0.08342459797859192 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.011706702411174774 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329878881573677 + ], + "opposite_logprob_tokens": [ + -3.773298740386963 + ], + "logprob_reward": -0.02329878881573677, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329878881573677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12920747697353363, + 0.05307064577937126, + 0.07061542570590973, + 0.06384453177452087, + 0.10271912068128586, + 0.024393239989876747, + 0.04388880357146263, + 0.44289910793304443, + 0.019159656018018723, + 0.05020202696323395 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.02329878881573677 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344221085309982 + ], + "opposite_logprob_tokens": [ + -3.6513442993164062 + ], + "logprob_reward": -0.026344221085309982, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344221085309982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18885836005210876, + 0.05890253558754921, + 0.08505920320749283, + 0.03953758254647255, + 0.061393462121486664, + 0.268266499042511, + 0.09626839309930801, + 0.07573779672384262, + 0.07198258489370346, + 0.05399356409907341 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.026344221085309982 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627411279827356 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.007627411279827356, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627411279827356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1658121645450592, + 0.1420719176530838, + 0.07915006577968597, + 0.04895833134651184, + 0.05492318421602249, + 0.0788804143667221, + 0.18663053214550018, + 0.1260947436094284, + 0.04487699270248413, + 0.07260161638259888 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.007627411279827356 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896443456411362 + ], + "opposite_logprob_tokens": [ + -2.5789644718170166 + ], + "logprob_reward": -0.07896443456411362, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896443456411362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15640655159950256, + 0.07551649957895279, + 0.045323316007852554, + 0.07117187976837158, + 0.30007901787757874, + 0.07709561288356781, + 0.13704124093055725, + 0.050291918218135834, + 0.028993595391511917, + 0.05808033421635628 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.07896443456411362 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This dramatic low-angle tracking shot, filmed in the style of a high-speed sports documentary, captures a massive centipede fleeing in extreme slow motion across a barren rock surface. Its elongated, segmented body is a glossy, iridescent black, each chitinous plate catching the harsh, direct overhead light. In stark contrast, its hundreds of spindly legs are a startlingly bright, almost neon yellow, moving with hypnotic athletic precision in visible, undulating waves. The camera remains level with the creature, emphasizing its immense scale as it crawls across the crevice-covered, sun-bleached terrain. In incredibly detailed slow motion, each leg can be seen firmly planted before propelling the body forward, kicking up tiny particles of dust and pebbles suspended in the air. The intense overhead sunlight casts brief, stark, and sharply defined shadows directly beneath the form, emphasizing the desperate rhythm of its movements and creating a high-contrast, visually arresting scene that is both tense and spectacular.", + "seed": 15255, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_5/index_5234_seed_15255_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029250276181846856, + "vlm_logprob": -0.029250276181846856, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.029250276181846856, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028309053741395473 + ], + "opposite_logprob_tokens": [ + -6.127830982208252 + ], + "logprob_reward": -0.0028309053741395473, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0028309053741395473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14103072881698608, + 0.07238782197237015, + 0.24146534502506256, + 0.07043444365262985, + 0.055383067578077316, + 0.12799422442913055, + 0.06671050190925598, + 0.06251077353954315, + 0.09898750483989716, + 0.0630955770611763 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0028309053741395473 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018202170729637146 + ], + "opposite_logprob_tokens": [ + -4.018202304840088 + ], + "logprob_reward": -0.018202170729637146, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018202170729637146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06470587104558945, + 0.08655329048633575, + 0.07084031403064728, + 0.0773477703332901, + 0.05342935025691986, + 0.329780638217926, + 0.08939821273088455, + 0.05738750845193863, + 0.062338583171367645, + 0.10821845382452011 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.018202170729637146 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187422305345535 + ], + "opposite_logprob_tokens": [ + -4.018187522888184 + ], + "logprob_reward": -0.018187422305345535, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187422305345535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10511648654937744, + 0.07908240705728531, + 0.057410310953855515, + 0.12898138165473938, + 0.026171687990427017, + 0.4244961738586426, + 0.03603126481175423, + 0.05844808369874954, + 0.04119838401675224, + 0.043063756078481674 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.018187422305345535 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673630740493536 + ], + "opposite_logprob_tokens": [ + -5.0067362785339355 + ], + "logprob_reward": -0.00673630740493536, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673630740493536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05959680676460266, + 0.09612134099006653, + 0.0475056916475296, + 0.19689342379570007, + 0.015275193378329277, + 0.3008583188056946, + 0.1881168633699417, + 0.03893648833036423, + 0.027106398716568947, + 0.0295894555747509 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.00673630740493536 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1002945750951767 + ], + "opposite_logprob_tokens": [ + -2.350294589996338 + ], + "logprob_reward": -0.1002945750951767, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1002945750951767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12827350199222565, + 0.09999869018793106, + 0.09857062250375748, + 0.1390322744846344, + 0.050878532230854034, + 0.15772826969623566, + 0.06655000150203705, + 0.08935630321502686, + 0.030064594000577927, + 0.13954728841781616 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.1002945750951767 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This dramatic low-angle tracking shot, filmed in the style of a high-speed sports documentary, captures a massive centipede fleeing in extreme slow motion across a barren rock surface. Its elongated, segmented body is a glossy, iridescent black, each chitinous plate catching the harsh, direct overhead light. In stark contrast, its hundreds of spindly legs are a startlingly bright, almost neon yellow, moving with hypnotic athletic precision in visible, undulating waves. The camera remains level with the creature, emphasizing its immense scale as it crawls across the crevice-covered, sun-bleached terrain. In incredibly detailed slow motion, each leg can be seen firmly planted before propelling the body forward, kicking up tiny particles of dust and pebbles suspended in the air. The intense overhead sunlight casts brief, stark, and sharply defined shadows directly beneath the form, emphasizing the desperate rhythm of its movements and creating a high-contrast, visually arresting scene that is both tense and spectacular.", + "seed": 15256, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_5/index_5234_seed_15256_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05046109948307276, + "vlm_logprob": -0.05046109948307276, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.05046109948307276, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00638149119913578 + ], + "opposite_logprob_tokens": [ + -5.131381511688232 + ], + "logprob_reward": -0.00638149119913578, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00638149119913578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0950561985373497, + 0.2654215693473816, + 0.2681197226047516, + 0.05175209790468216, + 0.060401078313589096, + 0.020466884598135948, + 0.134229376912117, + 0.02425450086593628, + 0.02768971025943756, + 0.05260879173874855 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.00638149119913578 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865795746445656 + ], + "opposite_logprob_tokens": [ + -3.0486578941345215 + ], + "logprob_reward": -0.04865795746445656, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865795746445656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09144389629364014, + 0.13589350879192352, + 0.15796194970607758, + 0.0372530072927475, + 0.26786521077156067, + 0.033314693719148636, + 0.1961974799633026, + 0.02078522928059101, + 0.01355927623808384, + 0.045725755393505096 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.04865795746445656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977963674813509 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.00977963674813509, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977963674813509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07634025067090988, + 0.20026254653930664, + 0.08473405241966248, + 0.05886190012097359, + 0.12096352875232697, + 0.06296982616186142, + 0.26880624890327454, + 0.039519038051366806, + 0.0159529410302639, + 0.07158957421779633 + ], + "top_frames": [ + 6, + 1, + 4 + ], + "selected_reward": -0.00977963674813509 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625045254826546 + ], + "opposite_logprob_tokens": [ + -4.882625102996826 + ], + "logprob_reward": -0.007625045254826546, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625045254826546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07442408055067062, + 0.5822078585624695, + 0.07602443546056747, + 0.02018914185464382, + 0.038678448647260666, + 0.03275925666093826, + 0.028941156342625618, + 0.017906581982970238, + 0.0626533031463623, + 0.06621567159891129 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.007625045254826546 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986136674880981 + ], + "opposite_logprob_tokens": [ + -1.804861307144165 + ], + "logprob_reward": -0.17986136674880981, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986136674880981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06064395606517792, + 0.13527639210224152, + 0.4511232078075409, + 0.014881860464811325, + 0.05650637671351433, + 0.07716210931539536, + 0.06979911029338837, + 0.028243381530046463, + 0.02679987996816635, + 0.0795636847615242 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.17986136674880981 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This dramatic low-angle tracking shot, filmed in the style of a high-speed sports documentary, captures a massive centipede fleeing in extreme slow motion across a barren rock surface. Its elongated, segmented body is a glossy, iridescent black, each chitinous plate catching the harsh, direct overhead light. In stark contrast, its hundreds of spindly legs are a startlingly bright, almost neon yellow, moving with hypnotic athletic precision in visible, undulating waves. The camera remains level with the creature, emphasizing its immense scale as it crawls across the crevice-covered, sun-bleached terrain. In incredibly detailed slow motion, each leg can be seen firmly planted before propelling the body forward, kicking up tiny particles of dust and pebbles suspended in the air. The intense overhead sunlight casts brief, stark, and sharply defined shadows directly beneath the form, emphasizing the desperate rhythm of its movements and creating a high-contrast, visually arresting scene that is both tense and spectacular.", + "seed": 15257, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_5/index_5234_seed_15257_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09384429566562176, + "vlm_logprob": -0.09384429566562176, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.09384429566562176, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05642097815871239 + ], + "opposite_logprob_tokens": [ + -2.9314210414886475 + ], + "logprob_reward": -0.05642097815871239, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05642097815871239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1737249791622162, + 0.25078099966049194, + 0.05333097651600838, + 0.06960540264844894, + 0.031352411955595016, + 0.030642198398709297, + 0.09548653662204742, + 0.17254430055618286, + 0.05105781927704811, + 0.07147432863712311 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.05642097815871239 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309217259287834 + ], + "opposite_logprob_tokens": [ + -3.1680922508239746 + ], + "logprob_reward": -0.04309217259287834, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309217259287834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13292168080806732, + 0.09295917302370071, + 0.1410665065050125, + 0.22252030670642853, + 0.07099491357803345, + 0.055519428104162216, + 0.056948136538267136, + 0.08057182282209396, + 0.08821854740381241, + 0.058279477059841156 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.04309217259287834 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062046606093645096 + ], + "opposite_logprob_tokens": [ + -2.812046527862549 + ], + "logprob_reward": -0.062046606093645096, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062046606093645096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08235950767993927, + 0.06664986908435822, + 0.050568316131830215, + 0.14723585546016693, + 0.047996316105127335, + 0.07530936598777771, + 0.06651825457811356, + 0.13182231783866882, + 0.1821856051683426, + 0.14935460686683655 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.062046606093645096 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349911466240883 + ], + "opposite_logprob_tokens": [ + -3.6513500213623047 + ], + "logprob_reward": -0.026349911466240883, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349911466240883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10626255720853806, + 0.10776974260807037, + 0.030802836641669273, + 0.033976245671510696, + 0.05621389299631119, + 0.050920724868774414, + 0.05334291234612465, + 0.06950812041759491, + 0.07348229736089706, + 0.41772064566612244 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.026349911466240883 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive centipede with an elongated, segmented body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's body glossy, iridescent black with bright neon yellow legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the centipede moving in extreme slow motion across a barren, crevice-covered rock surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera use a low-angle tracking shot that remains level with the creature?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there harsh overhead lights casting stark, sharply defined shadows directly beneath the centipede?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813118100166321 + ], + "opposite_logprob_tokens": [ + -1.4063117504119873 + ], + "logprob_reward": -0.2813118100166321, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813118100166321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27017369866371155, + 0.07623600959777832, + 0.05596750229597092, + 0.06624045968055725, + 0.10029824078083038, + 0.0771423876285553, + 0.048513516783714294, + 0.08378300070762634, + 0.07163048535585403, + 0.15001465380191803 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.2813118100166321 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_6/index_tensor([6729, 6729])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_6/index_tensor([6729, 6729])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8181bdbd2f2b86a298cda129e20ca78501d5315d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_6/index_tensor([6729, 6729])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The film begins with a swift zoom-in, showcasing a grand dragon boat race. Under bright, even light, several dragon boats compete against each other across the emerald green river, fluttering colorful flags and bustling with activity. The camera then zooms in, pinpointing a leading dragon boat, its hull imbued with the exquisite, rich aesthetic of a meticulously crafted painting. Its hull is painted a saturated cinnabar red, with intricate patterns of auspicious clouds and ripples hand-painted in pure gold leaf, each with crisp, defined lines. A meticulously carved, glaring dragon head, its golden whiskers swaying in the wind, creates a majestic and magnificent presence at the prow. The crew, uniformly dressed in bright yellow silk vests and red scarves, their bronzed muscles gleam with sweat in the bright light, their faces etched with determination and focus. They paddled the dark wooden oars in unison and powerfully to the thunderous beats of the drummer at the bow. Each entry into the water was precisely synchronized, stirring up crystal clear splashes and propelling the gorgeous dragon boats across the water like an arrow. The whole picture was rich in color, with intricate details, full of a sense of ritual and intense dynamic beauty.", + "seed": 2083, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_6/index_6729_seed_2083_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0991167277097702, + "vlm_logprob": -0.0991167277097702, + "vlm_yes_no_margin": 2.699999988079071, + "vlm_token_credit": -0.0991167277097702, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31501179933547974 + ], + "opposite_logprob_tokens": [ + -1.315011739730835 + ], + "logprob_reward": -0.31501179933547974, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31501179933547974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20437167584896088, + 0.07348804920911789, + 0.09634639322757721, + 0.13011464476585388, + 0.08298745006322861, + 0.028735008090734482, + 0.18596799671649933, + 0.08798551559448242, + 0.056159958243370056, + 0.05384324491024017 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.31501179933547974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029819611459970474 + ], + "opposite_logprob_tokens": [ + -3.5298197269439697 + ], + "logprob_reward": -0.029819611459970474, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029819611459970474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24370335042476654, + 0.046082597225904465, + 0.04096653312444687, + 0.04315023124217987, + 0.018250029534101486, + 0.014955224469304085, + 0.02447499893605709, + 0.38953733444213867, + 0.04328266903758049, + 0.13559705018997192 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.029819611459970474 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497099459171295 + ], + "opposite_logprob_tokens": [ + -2.9299709796905518 + ], + "logprob_reward": -0.05497099459171295, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497099459171295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10316555202007294, + 0.03904881700873375, + 0.03714020922780037, + 0.03697694465517998, + 0.02984965406358242, + 0.08829115331172943, + 0.03297467902302742, + 0.3717908263206482, + 0.025505924597382545, + 0.23525622487068176 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.05497099459171295 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033742472529411316 + ], + "opposite_logprob_tokens": [ + -3.4087424278259277 + ], + "logprob_reward": -0.033742472529411316, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033742472529411316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19048970937728882, + 0.04049893096089363, + 0.05647625774145126, + 0.14604008197784424, + 0.024616319686174393, + 0.0341067835688591, + 0.018906453624367714, + 0.3176010251045227, + 0.023884281516075134, + 0.14738023281097412 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.033742472529411316 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062038760632276535 + ], + "opposite_logprob_tokens": [ + -2.8120386600494385 + ], + "logprob_reward": -0.062038760632276535, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062038760632276535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13070352375507355, + 0.05834876000881195, + 0.035945769399404526, + 0.1645132452249527, + 0.03401865437626839, + 0.037487197667360306, + 0.01612866297364235, + 0.36388176679611206, + 0.06555303931236267, + 0.0934193879365921 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.062038760632276535 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a swift zoom-in, showcasing a grand dragon boat race. Under bright, even light, several dragon boats compete against each other across the emerald green river, fluttering colorful flags and bustling with activity. The camera then zooms in, pinpointing a leading dragon boat, its hull imbued with the exquisite, rich aesthetic of a meticulously crafted painting. Its hull is painted a saturated cinnabar red, with intricate patterns of auspicious clouds and ripples hand-painted in pure gold leaf, each with crisp, defined lines. A meticulously carved, glaring dragon head, its golden whiskers swaying in the wind, creates a majestic and magnificent presence at the prow. The crew, uniformly dressed in bright yellow silk vests and red scarves, their bronzed muscles gleam with sweat in the bright light, their faces etched with determination and focus. They paddled the dark wooden oars in unison and powerfully to the thunderous beats of the drummer at the bow. Each entry into the water was precisely synchronized, stirring up crystal clear splashes and propelling the gorgeous dragon boats across the water like an arrow. The whole picture was rich in color, with intricate details, full of a sense of ritual and intense dynamic beauty.", + "seed": 2084, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_6/index_6729_seed_2084_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11689569652080536, + "vlm_logprob": -0.11689569652080536, + "vlm_yes_no_margin": 2.624999988079071, + "vlm_token_credit": -0.11689569652080536, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3887832760810852 + ], + "opposite_logprob_tokens": [ + -1.1387832164764404 + ], + "logprob_reward": -0.3887832760810852, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3887832760810852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07179421931505203, + 0.04988395795226097, + 0.03465639054775238, + 0.6088536381721497, + 0.020837433636188507, + 0.017873594537377357, + 0.05923370644450188, + 0.02194066531956196, + 0.031530242413282394, + 0.08339611440896988 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.3887832760810852 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982724830508232 + ], + "opposite_logprob_tokens": [ + -3.529827356338501 + ], + "logprob_reward": -0.02982724830508232, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982724830508232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20948383212089539, + 0.14823275804519653, + 0.036363083869218826, + 0.2352493405342102, + 0.06241002678871155, + 0.06850361824035645, + 0.07015210390090942, + 0.03350804001092911, + 0.0836116373538971, + 0.05248553305864334 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.02982724830508232 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043075960129499435 + ], + "opposite_logprob_tokens": [ + -3.1680760383605957 + ], + "logprob_reward": -0.043075960129499435, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043075960129499435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2031225711107254, + 0.050936508923769, + 0.10879334062337875, + 0.32204967737197876, + 0.1322915107011795, + 0.05446118861436844, + 0.021181095391511917, + 0.023561861366033554, + 0.05215803161263466, + 0.03144429251551628 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.043075960129499435 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337490439414978 + ], + "opposite_logprob_tokens": [ + -3.4087491035461426 + ], + "logprob_reward": -0.0337490439414978, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337490439414978, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3576514422893524, + 0.07736823707818985, + 0.05378970131278038, + 0.2664628028869629, + 0.03829434514045715, + 0.03196512162685394, + 0.06588665395975113, + 0.022348618134856224, + 0.060358647257089615, + 0.02587442472577095 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0337490439414978 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904295414686203 + ], + "opposite_logprob_tokens": [ + -2.464042901992798 + ], + "logprob_reward": -0.08904295414686203, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904295414686203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46658965945243835, + 0.04448135942220688, + 0.02108028344810009, + 0.2025681883096695, + 0.028515027835965157, + 0.02700064890086651, + 0.07250071316957474, + 0.02054310403764248, + 0.057900797575712204, + 0.058820243924856186 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.08904295414686203 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a swift zoom-in, showcasing a grand dragon boat race. Under bright, even light, several dragon boats compete against each other across the emerald green river, fluttering colorful flags and bustling with activity. The camera then zooms in, pinpointing a leading dragon boat, its hull imbued with the exquisite, rich aesthetic of a meticulously crafted painting. Its hull is painted a saturated cinnabar red, with intricate patterns of auspicious clouds and ripples hand-painted in pure gold leaf, each with crisp, defined lines. A meticulously carved, glaring dragon head, its golden whiskers swaying in the wind, creates a majestic and magnificent presence at the prow. The crew, uniformly dressed in bright yellow silk vests and red scarves, their bronzed muscles gleam with sweat in the bright light, their faces etched with determination and focus. They paddled the dark wooden oars in unison and powerfully to the thunderous beats of the drummer at the bow. Each entry into the water was precisely synchronized, stirring up crystal clear splashes and propelling the gorgeous dragon boats across the water like an arrow. The whole picture was rich in color, with intricate details, full of a sense of ritual and intense dynamic beauty.", + "seed": 2085, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_6/index_6729_seed_2085_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18009836934506893, + "vlm_logprob": -0.18009836934506893, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.18009836934506893, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6950852870941162 + ], + "opposite_logprob_tokens": [ + -0.6950852870941162 + ], + "logprob_reward": -0.6950852870941162, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6950852870941162, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12684260308742523, + 0.054243020713329315, + 0.13970330357551575, + 0.1307668685913086, + 0.10319682955741882, + 0.1668371856212616, + 0.12041907012462616, + 0.09378832578659058, + 0.0339207798242569, + 0.03028193488717079 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.6950852870941162 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018206501379609108 + ], + "opposite_logprob_tokens": [ + -4.018206596374512 + ], + "logprob_reward": -0.018206501379609108, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018206501379609108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07886478304862976, + 0.055212389677762985, + 0.28609493374824524, + 0.039230965077877045, + 0.35357049107551575, + 0.04267094284296036, + 0.04461473226547241, + 0.034835293889045715, + 0.04206521064043045, + 0.02284024842083454 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.018206501379609108 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038114283233881 + ], + "opposite_logprob_tokens": [ + -3.288114309310913 + ], + "logprob_reward": -0.038114283233881, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038114283233881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05324345454573631, + 0.018682297319173813, + 0.10088717192411423, + 0.025106053799390793, + 0.5622062087059021, + 0.015586070716381073, + 0.039411235600709915, + 0.015105325728654861, + 0.09887803345918655, + 0.07089409232139587 + ], + "top_frames": [ + 4, + 2, + 8 + ], + "selected_reward": -0.038114283233881 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07010150700807571 + ], + "opposite_logprob_tokens": [ + -2.695101499557495 + ], + "logprob_reward": -0.07010150700807571, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07010150700807571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07537612318992615, + 0.0696994960308075, + 0.37695014476776123, + 0.04247152805328369, + 0.2881770730018616, + 0.03901366889476776, + 0.044152744114398956, + 0.025670191273093224, + 0.016188226640224457, + 0.02230081893503666 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.07010150700807571 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898426800966263 + ], + "opposite_logprob_tokens": [ + -2.578984260559082 + ], + "logprob_reward": -0.07898426800966263, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898426800966263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08205630630254745, + 0.10080417990684509, + 0.509403645992279, + 0.0297752246260643, + 0.11190877109766006, + 0.032383933663368225, + 0.05532906949520111, + 0.026382992044091225, + 0.018642911687493324, + 0.03331299498677254 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.07898426800966263 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The film begins with a swift zoom-in, showcasing a grand dragon boat race. Under bright, even light, several dragon boats compete against each other across the emerald green river, fluttering colorful flags and bustling with activity. The camera then zooms in, pinpointing a leading dragon boat, its hull imbued with the exquisite, rich aesthetic of a meticulously crafted painting. Its hull is painted a saturated cinnabar red, with intricate patterns of auspicious clouds and ripples hand-painted in pure gold leaf, each with crisp, defined lines. A meticulously carved, glaring dragon head, its golden whiskers swaying in the wind, creates a majestic and magnificent presence at the prow. The crew, uniformly dressed in bright yellow silk vests and red scarves, their bronzed muscles gleam with sweat in the bright light, their faces etched with determination and focus. They paddled the dark wooden oars in unison and powerfully to the thunderous beats of the drummer at the bow. Each entry into the water was precisely synchronized, stirring up crystal clear splashes and propelling the gorgeous dragon boats across the water like an arrow. The whole picture was rich in color, with intricate details, full of a sense of ritual and intense dynamic beauty.", + "seed": 2086, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_6/index_6729_seed_2086_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13475646506994962, + "vlm_logprob": -0.13475646506994962, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.13475646506994962, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5244448184967041 + ], + "opposite_logprob_tokens": [ + -0.8994448184967041 + ], + "logprob_reward": -0.5244448184967041, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5244448184967041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17040850222110748, + 0.0713886246085167, + 0.02838217094540596, + 0.10767746716737747, + 0.06033129617571831, + 0.0782305896282196, + 0.03019353747367859, + 0.30344998836517334, + 0.07577119767665863, + 0.07416662573814392 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.5244448184967041 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263761505484581 + ], + "opposite_logprob_tokens": [ + -3.651376247406006 + ], + "logprob_reward": -0.0263761505484581, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263761505484581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14233191311359406, + 0.09817361831665039, + 0.01927158050239086, + 0.17845818400382996, + 0.07333854585886002, + 0.052859410643577576, + 0.040455255657434464, + 0.32719630002975464, + 0.03446245193481445, + 0.03345273807644844 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.0263761505484581 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794275276362896 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.009794275276362896, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794275276362896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06044457480311394, + 0.075301393866539, + 0.012936984188854694, + 0.059009380638599396, + 0.05187743529677391, + 0.24144288897514343, + 0.06355065107345581, + 0.3717785179615021, + 0.037561655044555664, + 0.026096509769558907 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.009794275276362896 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04314092919230461 + ], + "opposite_logprob_tokens": [ + -3.1681408882141113 + ], + "logprob_reward": -0.04314092919230461, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04314092919230461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08932632952928543, + 0.09850343316793442, + 0.03256845101714134, + 0.016729163005948067, + 0.13104833662509918, + 0.09229335933923721, + 0.029157418757677078, + 0.3446906805038452, + 0.0364263616502285, + 0.1292564868927002 + ], + "top_frames": [ + 7, + 4, + 9 + ], + "selected_reward": -0.04314092919230461 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a swift zoom-in on a dragon boat race?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the leading dragon boat's hull painted a saturated cinnabar red with intricate gold leaf patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the crew members wearing bright yellow silk vests and red scarves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the crew paddling dark wooden oars in unison to the beat of a drummer?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the dragon boat's prow featuring a meticulously carved dragon head with golden whiskers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002615183591843 + ], + "opposite_logprob_tokens": [ + -2.695026159286499 + ], + "logprob_reward": -0.07002615183591843, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002615183591843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20680458843708038, + 0.07089709490537643, + 0.030217088758945465, + 0.17498183250427246, + 0.057378076016902924, + 0.10511618852615356, + 0.04720516502857208, + 0.207619771361351, + 0.06375765055418015, + 0.03602258488535881 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.07002615183591843 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_7/index_tensor([8609, 8609])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_7/index_tensor([8609, 8609])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..660a07f99c838e7b2d310e7d4d9c12ba7244d46e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_7/index_tensor([8609, 8609])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, side-on tracking shot follows a herd of tall, powerful dromedaries as they gallop across the vast desert with breathtaking speed and graceful rhythm. Against the backdrop are vast, gently rolling sand dunes that stretch to the distant horizon. A massive, fiery sun sinks slowly below the horizon, painting the sky a magnificent gradient from deep orange to soft purple. The camels, with varying shades of brown and beige, display distinct muscle definition as they gallop. Their necks craned, their hooves tumbling, each powerful troop treading into the fine sand, sends clouds of dust flying backward. The setting sun, sweeping across the scene from a remarkably low angle, paints the stirred dust a brilliant golden hue, suffusing the air like a luminous mist and casting the camels' long, shifting shadows across the dunes. The whole picture is full of dynamic power, and the main colors are warm gold, orange and ochre, creating a grand, magnificent and slightly desolate epic atmosphere.", + "seed": 32343, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_7/index_8609_seed_32343_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08472479367628694, + "vlm_logprob": -0.08472479367628694, + "vlm_yes_no_margin": 2.949999976158142, + "vlm_token_credit": -0.08472479367628694, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16175253689289093 + ], + "opposite_logprob_tokens": [ + -2.161752462387085 + ], + "logprob_reward": -0.16175253689289093, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.16175253689289093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21047788858413696, + 0.07018133997917175, + 0.1440400928258896, + 0.06102532148361206, + 0.03530735522508621, + 0.05838773399591446, + 0.08792757242918015, + 0.16312742233276367, + 0.04663873836398125, + 0.12288650870323181 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.16175253689289093 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005516439676285 + ], + "opposite_logprob_tokens": [ + -2.6950552463531494 + ], + "logprob_reward": -0.07005516439676285, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005516439676285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2501802444458008, + 0.0685960054397583, + 0.04386943578720093, + 0.03378565236926079, + 0.04883437976241112, + 0.02941933646798134, + 0.3781753480434418, + 0.07130689918994904, + 0.05461202189326286, + 0.02122076414525509 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.07005516439676285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428094506263733 + ], + "opposite_logprob_tokens": [ + -2.0178093910217285 + ], + "logprob_reward": -0.1428094506263733, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428094506263733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26002028584480286, + 0.12755589187145233, + 0.14835137128829956, + 0.10917679220438004, + 0.058607686311006546, + 0.05482656881213188, + 0.10967977344989777, + 0.04795817285776138, + 0.027114037424325943, + 0.056709472090005875 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.1428094506263733 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947985220700502 + ], + "opposite_logprob_tokens": [ + -5.130948066711426 + ], + "logprob_reward": -0.005947985220700502, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947985220700502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15030041337013245, + 0.13625210523605347, + 0.061595119535923004, + 0.1777511090040207, + 0.18540188670158386, + 0.025476181879639626, + 0.034841444343328476, + 0.1643587201833725, + 0.03460567817091942, + 0.029417384415864944 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.005947985220700502 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305883124470711 + ], + "opposite_logprob_tokens": [ + -3.1680588722229004 + ], + "logprob_reward": -0.04305883124470711, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305883124470711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12241102010011673, + 0.09731974452733994, + 0.16224466264247894, + 0.05305733531713486, + 0.23941169679164886, + 0.04036705195903778, + 0.017943603917956352, + 0.1962587982416153, + 0.03339771553874016, + 0.03758835420012474 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.04305883124470711 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, side-on tracking shot follows a herd of tall, powerful dromedaries as they gallop across the vast desert with breathtaking speed and graceful rhythm. Against the backdrop are vast, gently rolling sand dunes that stretch to the distant horizon. A massive, fiery sun sinks slowly below the horizon, painting the sky a magnificent gradient from deep orange to soft purple. The camels, with varying shades of brown and beige, display distinct muscle definition as they gallop. Their necks craned, their hooves tumbling, each powerful troop treading into the fine sand, sends clouds of dust flying backward. The setting sun, sweeping across the scene from a remarkably low angle, paints the stirred dust a brilliant golden hue, suffusing the air like a luminous mist and casting the camels' long, shifting shadows across the dunes. The whole picture is full of dynamic power, and the main colors are warm gold, orange and ochre, creating a grand, magnificent and slightly desolate epic atmosphere.", + "seed": 32344, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_7/index_8609_seed_32344_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15301714837551117, + "vlm_logprob": -0.15301714837551117, + "vlm_yes_no_margin": 2.05, + "vlm_token_credit": -0.15301714837551117, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18180698156356812 + ], + "opposite_logprob_tokens": [ + -2.056807041168213 + ], + "logprob_reward": -0.18180698156356812, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.18180698156356812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09651442617177963, + 0.08167970180511475, + 0.09144999831914902, + 0.0435325913131237, + 0.06340759992599487, + 0.03320058435201645, + 0.09810050576925278, + 0.2563779950141907, + 0.019468339160084724, + 0.21626822650432587 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.18180698156356812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902072370052338 + ], + "opposite_logprob_tokens": [ + -2.5790207386016846 + ], + "logprob_reward": -0.07902072370052338, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902072370052338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30948859453201294, + 0.1131720244884491, + 0.05796527862548828, + 0.04708699882030487, + 0.09267111867666245, + 0.03507781773805618, + 0.058890450745821, + 0.08009952306747437, + 0.08533082157373428, + 0.12021733075380325 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.07902072370052338 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989274859428406 + ], + "opposite_logprob_tokens": [ + -1.8048927783966064 + ], + "logprob_reward": -0.17989274859428406, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989274859428406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18696926534175873, + 0.07923244684934616, + 0.13801991939544678, + 0.10778234153985977, + 0.0811975970864296, + 0.0811808630824089, + 0.05212167277932167, + 0.07489198446273804, + 0.050703100860118866, + 0.1479007750749588 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.17989274859428406 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305049777030945 + ], + "opposite_logprob_tokens": [ + -3.168050527572632 + ], + "logprob_reward": -0.04305049777030945, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305049777030945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18555481731891632, + 0.0703640729188919, + 0.048152826726436615, + 0.04271147772669792, + 0.08309803158044815, + 0.057127442210912704, + 0.19677768647670746, + 0.13311876356601715, + 0.08174177259206772, + 0.10135311633348465 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.04305049777030945 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28131479024887085 + ], + "opposite_logprob_tokens": [ + -1.4063148498535156 + ], + "logprob_reward": -0.28131479024887085, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28131479024887085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2371913641691208, + 0.0402083620429039, + 0.07945837080478668, + 0.03569181263446808, + 0.047967277467250824, + 0.03330688551068306, + 0.08914731442928314, + 0.22356826066970825, + 0.05609024316072464, + 0.15737012028694153 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.28131479024887085 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, side-on tracking shot follows a herd of tall, powerful dromedaries as they gallop across the vast desert with breathtaking speed and graceful rhythm. Against the backdrop are vast, gently rolling sand dunes that stretch to the distant horizon. A massive, fiery sun sinks slowly below the horizon, painting the sky a magnificent gradient from deep orange to soft purple. The camels, with varying shades of brown and beige, display distinct muscle definition as they gallop. Their necks craned, their hooves tumbling, each powerful troop treading into the fine sand, sends clouds of dust flying backward. The setting sun, sweeping across the scene from a remarkably low angle, paints the stirred dust a brilliant golden hue, suffusing the air like a luminous mist and casting the camels' long, shifting shadows across the dunes. The whole picture is full of dynamic power, and the main colors are warm gold, orange and ochre, creating a grand, magnificent and slightly desolate epic atmosphere.", + "seed": 32345, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_7/index_8609_seed_32345_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08911396479234099, + "vlm_logprob": -0.08911396479234099, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.08911396479234099, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.24985405802726746 + ], + "opposite_logprob_tokens": [ + -1.8748540878295898 + ], + "logprob_reward": -0.24985405802726746, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.24985405802726746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22314631938934326, + 0.06778264045715332, + 0.08356188982725143, + 0.0886593833565712, + 0.22040240466594696, + 0.1038593202829361, + 0.02898315340280533, + 0.0638343021273613, + 0.020831257104873657, + 0.09893932193517685 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.24985405802726746 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373636677861214 + ], + "opposite_logprob_tokens": [ + -3.40873646736145 + ], + "logprob_reward": -0.03373636677861214, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373636677861214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054903414100408554, + 0.08324607461690903, + 0.16714982688426971, + 0.18595102429389954, + 0.08260747045278549, + 0.17406794428825378, + 0.07447671890258789, + 0.04687734320759773, + 0.060209836810827255, + 0.07051035016775131 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.03373636677861214 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030503571033478 + ], + "opposite_logprob_tokens": [ + -2.3503050804138184 + ], + "logprob_reward": -0.10030503571033478, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030503571033478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09345018118619919, + 0.04107924550771713, + 0.27387163043022156, + 0.09912610799074173, + 0.14089930057525635, + 0.18978972733020782, + 0.04738231003284454, + 0.05062742158770561, + 0.019045140594244003, + 0.04472893849015236 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.10030503571033478 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734057795256376 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.006734057795256376, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734057795256376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37941253185272217, + 0.0425664521753788, + 0.22226004302501678, + 0.06501808017492294, + 0.04739774763584137, + 0.023086100816726685, + 0.04108970984816551, + 0.09123896062374115, + 0.019036918878555298, + 0.0688934475183487 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.006734057795256376 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494030565023422 + ], + "opposite_logprob_tokens": [ + -2.9299402236938477 + ], + "logprob_reward": -0.05494030565023422, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494030565023422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6115249991416931, + 0.05592712387442589, + 0.04951001703739166, + 0.04291683807969093, + 0.04739879071712494, + 0.06669288873672485, + 0.023631224408745766, + 0.030853716656565666, + 0.01138417050242424, + 0.06016024574637413 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.05494030565023422 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, side-on tracking shot follows a herd of tall, powerful dromedaries as they gallop across the vast desert with breathtaking speed and graceful rhythm. Against the backdrop are vast, gently rolling sand dunes that stretch to the distant horizon. A massive, fiery sun sinks slowly below the horizon, painting the sky a magnificent gradient from deep orange to soft purple. The camels, with varying shades of brown and beige, display distinct muscle definition as they gallop. Their necks craned, their hooves tumbling, each powerful troop treading into the fine sand, sends clouds of dust flying backward. The setting sun, sweeping across the scene from a remarkably low angle, paints the stirred dust a brilliant golden hue, suffusing the air like a luminous mist and casting the camels' long, shifting shadows across the dunes. The whole picture is full of dynamic power, and the main colors are warm gold, orange and ochre, creating a grand, magnificent and slightly desolate epic atmosphere.", + "seed": 32346, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_7/index_8609_seed_32346_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1373834373895079, + "vlm_logprob": -0.1373834373895079, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.1373834373895079, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15790776908397675 + ], + "opposite_logprob_tokens": [ + -2.282907724380493 + ], + "logprob_reward": -0.15790776908397675, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.15790776908397675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11343321949243546, + 0.07400248944759369, + 0.11464682221412659, + 0.23768942058086395, + 0.07832719385623932, + 0.16649925708770752, + 0.058277491480112076, + 0.05207377299666405, + 0.03384492173790932, + 0.07120541483163834 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.15790776908397675 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039125621318817 + ], + "opposite_logprob_tokens": [ + -1.9103912115097046 + ], + "logprob_reward": -0.16039125621318817, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039125621318817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039148226380348206, + 0.028017312288284302, + 0.05083658918738365, + 0.11818428337574005, + 0.0545184351503849, + 0.0558224692940712, + 0.052214961498975754, + 0.07913362234830856, + 0.07426648586988449, + 0.4478575885295868 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.16039125621318817 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520926594734192 + ], + "opposite_logprob_tokens": [ + -1.5020925998687744 + ], + "logprob_reward": -0.2520926594734192, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520926594734192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1403256207704544, + 0.05196681246161461, + 0.06837181746959686, + 0.07470720261335373, + 0.1784224659204483, + 0.16862596571445465, + 0.04548167809844017, + 0.06520824879407883, + 0.0982590913772583, + 0.10863105952739716 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.2520926594734192 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036145609337836504 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.0036145609337836504, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036145609337836504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06585997343063354, + 0.09358738362789154, + 0.07975906133651733, + 0.14583376049995422, + 0.06217150390148163, + 0.18618734180927277, + 0.0779082253575325, + 0.11108866333961487, + 0.07349634170532227, + 0.10410777479410172 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.0036145609337836504 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera executing a side-on tracking shot following a herd of dromedaries?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the camels depicted with varying shades of brown and beige showing distinct muscle definition?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of vast, gently rolling sand dunes stretching to the horizon with a setting sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky painted with a gradient from deep orange to soft purple while the sun sinks below the horizon?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291094124317169 + ], + "opposite_logprob_tokens": [ + -2.2379109859466553 + ], + "logprob_reward": -0.11291094124317169, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291094124317169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08351504802703857, + 0.0601542592048645, + 0.07423613965511322, + 0.2968619763851166, + 0.07306212186813354, + 0.06038343906402588, + 0.1910790354013443, + 0.05435149371623993, + 0.030840154737234116, + 0.07551635056734085 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.11291094124317169 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_8/index_tensor([1786, 1786])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_8/index_tensor([1786, 1786])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dd6bc782d9a222d3a3d6635a591162dc645703cb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_8/index_tensor([1786, 1786])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "ground-level shot, the camera slowly tilts upward from the front wheel of a recently parked motorcycle, finally locking focus on the rider. Amidst the pouring rain, a rider, clad in a weathered, wrinkled black leather jacket, planted one foot firmly on the ancient, slippery cobblestones for balance. The heavy, custom-built motorcycle beneath him was a matte black, dripping with rain as it slid down its cold metal and intricate engine structure. A faint wisp of white steam rose from the recently shut-off exhaust pipe in the cold rain. The rider, wearing black tactical gloves, his short, wet black hair plastered to his forehead, slowly and almost reverently raised his head, his jaw set firmly, his gaze piercing the dense rain as he gazed up at the breathtakingly majestic Gothic church before him. The towering church spire seems to pierce the gloomy night sky, countless sinister stone statues loom in the eerie shadows cast by the dim streetlights, and huge stained glass windows emit a faint, profound light in the darkness. The entire scene is shrouded in a cold, deep blue hue, punctuated only by a lone beam from a motorcycle headlight and the dim glow of a distant street lamp, creating a solemn, lonely, and suspenseful dark atmosphere.", + "seed": 13717, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_8/index_1786_seed_13717_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18511106104124336, + "vlm_logprob": -0.18511106104124336, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.18511106104124336, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8369865417480469 + ], + "opposite_logprob_tokens": [ + -0.5869865417480469 + ], + "logprob_reward": -0.8369865417480469, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8369865417480469, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5692862868309021, + 0.07460876554250717, + 0.04008190333843231, + 0.03034273162484169, + 0.030498916283249855, + 0.0459820032119751, + 0.03365552797913551, + 0.07945171743631363, + 0.0671916976571083, + 0.028900478035211563 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.8369865417480469 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033708471804857254 + ], + "opposite_logprob_tokens": [ + -3.4087085723876953 + ], + "logprob_reward": -0.033708471804857254, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033708471804857254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5077353715896606, + 0.06278151273727417, + 0.04598917067050934, + 0.028058893978595734, + 0.028672367334365845, + 0.018919728696346283, + 0.06276208162307739, + 0.11748547106981277, + 0.11157023161649704, + 0.016025198623538017 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.033708471804857254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606578752398491 + ], + "opposite_logprob_tokens": [ + -4.14106559753418 + ], + "logprob_reward": -0.01606578752398491, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606578752398491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27080607414245605, + 0.19601786136627197, + 0.06523636728525162, + 0.05827992781996727, + 0.08671595901250839, + 0.07708007097244263, + 0.046750638633966446, + 0.08392498642206192, + 0.07739530503749847, + 0.03779284656047821 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.01606578752398491 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03807974234223366 + ], + "opposite_logprob_tokens": [ + -3.2880797386169434 + ], + "logprob_reward": -0.03807974234223366, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03807974234223366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7401961088180542, + 0.04116980731487274, + 0.015009286813437939, + 0.04086630046367645, + 0.06849103420972824, + 0.0183907188475132, + 0.01740604266524315, + 0.013910647481679916, + 0.02434718608856201, + 0.020212838426232338 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.03807974234223366 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007147617870941758 + ], + "opposite_logprob_tokens": [ + -7.2507147789001465 + ], + "logprob_reward": -0.0007147617870941758, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007147617870941758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7733394503593445, + 0.04709756001830101, + 0.013099483214318752, + 0.02971005067229271, + 0.0320759154856205, + 0.01310553029179573, + 0.01711892895400524, + 0.025111550465226173, + 0.03647834062576294, + 0.012863155454397202 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0007147617870941758 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "ground-level shot, the camera slowly tilts upward from the front wheel of a recently parked motorcycle, finally locking focus on the rider. Amidst the pouring rain, a rider, clad in a weathered, wrinkled black leather jacket, planted one foot firmly on the ancient, slippery cobblestones for balance. The heavy, custom-built motorcycle beneath him was a matte black, dripping with rain as it slid down its cold metal and intricate engine structure. A faint wisp of white steam rose from the recently shut-off exhaust pipe in the cold rain. The rider, wearing black tactical gloves, his short, wet black hair plastered to his forehead, slowly and almost reverently raised his head, his jaw set firmly, his gaze piercing the dense rain as he gazed up at the breathtakingly majestic Gothic church before him. The towering church spire seems to pierce the gloomy night sky, countless sinister stone statues loom in the eerie shadows cast by the dim streetlights, and huge stained glass windows emit a faint, profound light in the darkness. The entire scene is shrouded in a cold, deep blue hue, punctuated only by a lone beam from a motorcycle headlight and the dim glow of a distant street lamp, creating a solemn, lonely, and suspenseful dark atmosphere.", + "seed": 13718, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_8/index_1786_seed_13718_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17952588656917215, + "vlm_logprob": -0.17952588656917215, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.17952588656917215, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8380441069602966 + ], + "opposite_logprob_tokens": [ + -0.5880441069602966 + ], + "logprob_reward": -0.8380441069602966, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8380441069602966, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10806649923324585, + 0.18838277459144592, + 0.029759954661130905, + 0.030370542779564857, + 0.037273112684488297, + 0.22973082959651947, + 0.05301789939403534, + 0.08531132340431213, + 0.1787959486246109, + 0.05929114297032356 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.8380441069602966 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005961020477116108 + ], + "opposite_logprob_tokens": [ + -5.130960941314697 + ], + "logprob_reward": -0.005961020477116108, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005961020477116108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22967767715454102, + 0.10107278823852539, + 0.031675584614276886, + 0.105894073843956, + 0.08719903230667114, + 0.0477694533765316, + 0.06650889664888382, + 0.1427057683467865, + 0.11249919980764389, + 0.07499751448631287 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.005961020477116108 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328481338918209 + ], + "opposite_logprob_tokens": [ + -3.773284912109375 + ], + "logprob_reward": -0.02328481338918209, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328481338918209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0911618024110794, + 0.13181088864803314, + 0.08955378085374832, + 0.20627111196517944, + 0.05201764777302742, + 0.06565812975168228, + 0.12673251330852509, + 0.10984016209840775, + 0.05015815049409866, + 0.07679581642150879 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.02328481338918209 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029782701283693314 + ], + "opposite_logprob_tokens": [ + -3.529782772064209 + ], + "logprob_reward": -0.029782701283693314, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029782701283693314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08518015593290329, + 0.520679235458374, + 0.018481390550732613, + 0.028169147670269012, + 0.05947384983301163, + 0.07975132018327713, + 0.05279747024178505, + 0.04250410571694374, + 0.0328403040766716, + 0.08012297004461288 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.029782701283693314 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005567907355725765 + ], + "opposite_logprob_tokens": [ + -7.500556945800781 + ], + "logprob_reward": -0.0005567907355725765, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005567907355725765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2300502210855484, + 0.29642584919929504, + 0.03519515320658684, + 0.031137634068727493, + 0.06544402986764908, + 0.11571802198886871, + 0.04977087676525116, + 0.0865800753235817, + 0.03997383266687393, + 0.04970433935523033 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.0005567907355725765 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "ground-level shot, the camera slowly tilts upward from the front wheel of a recently parked motorcycle, finally locking focus on the rider. Amidst the pouring rain, a rider, clad in a weathered, wrinkled black leather jacket, planted one foot firmly on the ancient, slippery cobblestones for balance. The heavy, custom-built motorcycle beneath him was a matte black, dripping with rain as it slid down its cold metal and intricate engine structure. A faint wisp of white steam rose from the recently shut-off exhaust pipe in the cold rain. The rider, wearing black tactical gloves, his short, wet black hair plastered to his forehead, slowly and almost reverently raised his head, his jaw set firmly, his gaze piercing the dense rain as he gazed up at the breathtakingly majestic Gothic church before him. The towering church spire seems to pierce the gloomy night sky, countless sinister stone statues loom in the eerie shadows cast by the dim streetlights, and huge stained glass windows emit a faint, profound light in the darkness. The entire scene is shrouded in a cold, deep blue hue, punctuated only by a lone beam from a motorcycle headlight and the dim glow of a distant street lamp, creating a solemn, lonely, and suspenseful dark atmosphere.", + "seed": 13719, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_8/index_1786_seed_13719_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2714238167158328, + "vlm_logprob": -0.2714238167158328, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.2714238167158328, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2284201383590698 + ], + "opposite_logprob_tokens": [ + -0.35342010855674744 + ], + "logprob_reward": -1.2284201383590698, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2284201383590698, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20190943777561188, + 0.07789711654186249, + 0.11761641502380371, + 0.13112632930278778, + 0.1290975958108902, + 0.13920049369335175, + 0.039492469280958176, + 0.05547163635492325, + 0.03820784389972687, + 0.06998074054718018 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -1.2284201383590698 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062059152871370316 + ], + "opposite_logprob_tokens": [ + -2.812059164047241 + ], + "logprob_reward": -0.062059152871370316, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062059152871370316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08050678670406342, + 0.056886348873376846, + 0.1639816015958786, + 0.18056437373161316, + 0.02993875928223133, + 0.03560204431414604, + 0.057726629078388214, + 0.33302274346351624, + 0.030401576310396194, + 0.03136913478374481 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.062059152871370316 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107332669198513 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.01107332669198513, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107332669198513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0778060331940651, + 0.1051696166396141, + 0.11659425497055054, + 0.24430373311042786, + 0.05464845523238182, + 0.0647314116358757, + 0.03667295724153519, + 0.21235620975494385, + 0.03951470926403999, + 0.04820260405540466 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.01107332669198513 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493545159697533 + ], + "opposite_logprob_tokens": [ + -2.9299354553222656 + ], + "logprob_reward": -0.05493545159697533, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493545159697533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06522316485643387, + 0.14512202143669128, + 0.18080587685108185, + 0.07369600236415863, + 0.07064932584762573, + 0.1059083342552185, + 0.04162927344441414, + 0.09115447849035263, + 0.09269630163908005, + 0.13311517238616943 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.05493545159697533 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006310140597634017 + ], + "opposite_logprob_tokens": [ + -7.375630855560303 + ], + "logprob_reward": -0.0006310140597634017, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006310140597634017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11947816610336304, + 0.05322869494557381, + 0.1690845936536789, + 0.16737748682498932, + 0.0718880370259285, + 0.06738263368606567, + 0.051889415830373764, + 0.16986073553562164, + 0.04140859097242355, + 0.08840165287256241 + ], + "top_frames": [ + 7, + 2, + 3 + ], + "selected_reward": -0.0006310140597634017 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "ground-level shot, the camera slowly tilts upward from the front wheel of a recently parked motorcycle, finally locking focus on the rider. Amidst the pouring rain, a rider, clad in a weathered, wrinkled black leather jacket, planted one foot firmly on the ancient, slippery cobblestones for balance. The heavy, custom-built motorcycle beneath him was a matte black, dripping with rain as it slid down its cold metal and intricate engine structure. A faint wisp of white steam rose from the recently shut-off exhaust pipe in the cold rain. The rider, wearing black tactical gloves, his short, wet black hair plastered to his forehead, slowly and almost reverently raised his head, his jaw set firmly, his gaze piercing the dense rain as he gazed up at the breathtakingly majestic Gothic church before him. The towering church spire seems to pierce the gloomy night sky, countless sinister stone statues loom in the eerie shadows cast by the dim streetlights, and huge stained glass windows emit a faint, profound light in the darkness. The entire scene is shrouded in a cold, deep blue hue, punctuated only by a lone beam from a motorcycle headlight and the dim glow of a distant street lamp, creating a solemn, lonely, and suspenseful dark atmosphere.", + "seed": 13720, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_8/index_1786_seed_13720_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2713175548822619, + "vlm_logprob": -0.2713175548822619, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.2713175548822619, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1452887058258057 + ], + "opposite_logprob_tokens": [ + -0.3952886760234833 + ], + "logprob_reward": -1.1452887058258057, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1452887058258057, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3679704964160919, + 0.21876917779445648, + 0.07354339212179184, + 0.024080313742160797, + 0.09816498309373856, + 0.08632571250200272, + 0.042059022933244705, + 0.026405135169625282, + 0.03262673690915108, + 0.030055029317736626 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -1.1452887058258057 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254983339458704 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.01254983339458704, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254983339458704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10842901468276978, + 0.09166894108057022, + 0.41220858693122864, + 0.056243427097797394, + 0.09710429608821869, + 0.05986848473548889, + 0.04947929456830025, + 0.05211443081498146, + 0.03795013204216957, + 0.03493340685963631 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.01254983339458704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183089792728424 + ], + "opposite_logprob_tokens": [ + -4.01818323135376 + ], + "logprob_reward": -0.018183089792728424, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183089792728424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08293521404266357, + 0.11375602334737778, + 0.26993557810783386, + 0.12115907669067383, + 0.1621778905391693, + 0.08807611465454102, + 0.03735649213194847, + 0.05158814787864685, + 0.03654567152261734, + 0.036469750106334686 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.018183089792728424 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798522174358368 + ], + "opposite_logprob_tokens": [ + -1.8048522472381592 + ], + "logprob_reward": -0.1798522174358368, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798522174358368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20052503049373627, + 0.09697412699460983, + 0.0704338476061821, + 0.11697618663311005, + 0.2632932662963867, + 0.05949164927005768, + 0.05466388911008835, + 0.023759720847010612, + 0.04137590155005455, + 0.07250641286373138 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.1798522174358368 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a ground-level perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt upward from the front wheel of a matte black motorcycle to the rider?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rider wearing a weathered, wrinkled black leather jacket and black tactical gloves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in pouring rain on ancient, slippery cobblestones with a Gothic church in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the overall scene shrouded in a cold, deep blue hue with a solemn and suspenseful atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007139279623515904 + ], + "opposite_logprob_tokens": [ + -7.25071382522583 + ], + "logprob_reward": -0.0007139279623515904, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007139279623515904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24339134991168976, + 0.09118347615003586, + 0.10330481827259064, + 0.11932621151208878, + 0.08335642516613007, + 0.11766404658555984, + 0.05410035699605942, + 0.056350160390138626, + 0.045815359801054, + 0.085507832467556 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.0007139279623515904 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_9/index_tensor([5711, 5711])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_9/index_tensor([5711, 5711])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c1d78f97f117ec00825ba706bdca13d9f834a645 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_9/index_tensor([5711, 5711])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion doll begins in a bright, modern kitchen studio, capturing three dynamic shots at eye level. In the center, a man with neatly cropped brown hair and a friendly, engaging expression is speaking actively, emphasizing his words with expressive gestures. He wears a crisp navy blue button-down shirt. To his right, a woman with blonde hair tied in a sleek ponytail and a professional-looking soft pink shirt steadily lifts a clear glass bottle filled with golden liquid from a pristine white marble countertop. Her other hand precisely grasps the metallic silver cap and deftly twists it open. To the man's left, another woman in a crisp white chef's coat is absorbed in her work, her hands moving expertly as she carefully handles fresh ingredients, perhaps arranging vibrant green herbs on a dark wooden cutting board. The entire scene is bathed in bright, diffused studio light, eliminating harsh shadows and highlighting the clean lines of the stainless steel appliances blurred in the background, creating an atmosphere of warmth, collaboration, and high professionalism.", + "seed": 24663, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_9/index_5711_seed_24663_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.35507804518565533, + "vlm_logprob": -0.35507804518565533, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.35507804518565533, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4164752960205078 + ], + "opposite_logprob_tokens": [ + -0.29147523641586304 + ], + "logprob_reward": -1.4164752960205078, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4164752960205078, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10820471495389938, + 0.36018410325050354, + 0.0745982676744461, + 0.08467041701078415, + 0.06956954300403595, + 0.13605602085590363, + 0.04786914587020874, + 0.03952904790639877, + 0.03975844383239746, + 0.039560288190841675 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -1.4164752960205078 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521750330924988 + ], + "opposite_logprob_tokens": [ + -1.5021750926971436 + ], + "logprob_reward": -0.2521750330924988, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521750330924988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31523504853248596, + 0.2275896668434143, + 0.09616325050592422, + 0.033920954912900925, + 0.030557969585061073, + 0.04009173810482025, + 0.18180717527866364, + 0.022757282480597496, + 0.027513770386576653, + 0.024363096803426743 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.2521750330924988 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001189954113215208 + ], + "opposite_logprob_tokens": [ + -6.751190185546875 + ], + "logprob_reward": -0.001189954113215208, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001189954113215208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1391603946685791, + 0.25663313269615173, + 0.16268014907836914, + 0.10299432277679443, + 0.047290243208408356, + 0.1000945046544075, + 0.04298574849963188, + 0.09009519219398499, + 0.03299590200185776, + 0.025070473551750183 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.001189954113215208 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005259249359369278 + ], + "opposite_logprob_tokens": [ + -5.255259037017822 + ], + "logprob_reward": -0.005259249359369278, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005259249359369278, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0924227386713028, + 0.07762454450130463, + 0.18756255507469177, + 0.12352205067873001, + 0.1652214080095291, + 0.0720960721373558, + 0.18699641525745392, + 0.03241370990872383, + 0.03904184699058533, + 0.023098628968000412 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.005259249359369278 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1002906933426857 + ], + "opposite_logprob_tokens": [ + -2.3502907752990723 + ], + "logprob_reward": -0.1002906933426857, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1002906933426857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051399264484643936, + 0.3558328449726105, + 0.25426211953163147, + 0.11049125343561172, + 0.02277715876698494, + 0.045368876308202744, + 0.11606673896312714, + 0.024795707315206528, + 0.009239730425179005, + 0.009766249917447567 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.1002906933426857 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion doll begins in a bright, modern kitchen studio, capturing three dynamic shots at eye level. In the center, a man with neatly cropped brown hair and a friendly, engaging expression is speaking actively, emphasizing his words with expressive gestures. He wears a crisp navy blue button-down shirt. To his right, a woman with blonde hair tied in a sleek ponytail and a professional-looking soft pink shirt steadily lifts a clear glass bottle filled with golden liquid from a pristine white marble countertop. Her other hand precisely grasps the metallic silver cap and deftly twists it open. To the man's left, another woman in a crisp white chef's coat is absorbed in her work, her hands moving expertly as she carefully handles fresh ingredients, perhaps arranging vibrant green herbs on a dark wooden cutting board. The entire scene is bathed in bright, diffused studio light, eliminating harsh shadows and highlighting the clean lines of the stainless steel appliances blurred in the background, creating an atmosphere of warmth, collaboration, and high professionalism.", + "seed": 24664, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_9/index_5711_seed_24664_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5113631539046765, + "vlm_logprob": -0.5113631539046765, + "vlm_yes_no_margin": 2.099999952316284, + "vlm_token_credit": -0.5113631539046765, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2413402795791626 + ], + "opposite_logprob_tokens": [ + -0.3663402795791626 + ], + "logprob_reward": -1.2413402795791626, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2413402795791626, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2032451033592224, + 0.10471081733703613, + 0.06535475701093674, + 0.052119459956884384, + 0.052048273384571075, + 0.07171253859996796, + 0.051260825246572495, + 0.08483510464429855, + 0.04025482386350632, + 0.27445828914642334 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -1.2413402795791626 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236207723617554 + ], + "opposite_logprob_tokens": [ + -0.348620742559433 + ], + "logprob_reward": -1.2236207723617554, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236207723617554, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.46979156136512756, + 0.18283525109291077, + 0.08871107548475266, + 0.020661629736423492, + 0.03582817688584328, + 0.04911591857671738, + 0.05334262177348137, + 0.028755877166986465, + 0.02365707978606224, + 0.0473007969558239 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -1.2236207723617554 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003631308674812317 + ], + "opposite_logprob_tokens": [ + -5.628631114959717 + ], + "logprob_reward": -0.003631308674812317, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003631308674812317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43610143661499023, + 0.17252200841903687, + 0.07275879383087158, + 0.01497380156069994, + 0.04581747576594353, + 0.06908861547708511, + 0.04497872292995453, + 0.02761142887175083, + 0.01994980312883854, + 0.09619789570569992 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.003631308674812317 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018214929848909378 + ], + "opposite_logprob_tokens": [ + -4.018214702606201 + ], + "logprob_reward": -0.018214929848909378, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018214929848909378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2447277009487152, + 0.20400993525981903, + 0.08368322998285294, + 0.04386300966143608, + 0.03773954510688782, + 0.0410422645509243, + 0.08924011886119843, + 0.10998645424842834, + 0.02873532846570015, + 0.11697237938642502 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.018214929848909378 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000847905874252 + ], + "opposite_logprob_tokens": [ + -2.6950085163116455 + ], + "logprob_reward": -0.07000847905874252, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000847905874252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2669331431388855, + 0.15652167797088623, + 0.059822481125593185, + 0.038462959229946136, + 0.11303845047950745, + 0.033451326191425323, + 0.10941951721906662, + 0.04671913757920265, + 0.034876007586717606, + 0.14075534045696259 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.07000847905874252 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion doll begins in a bright, modern kitchen studio, capturing three dynamic shots at eye level. In the center, a man with neatly cropped brown hair and a friendly, engaging expression is speaking actively, emphasizing his words with expressive gestures. He wears a crisp navy blue button-down shirt. To his right, a woman with blonde hair tied in a sleek ponytail and a professional-looking soft pink shirt steadily lifts a clear glass bottle filled with golden liquid from a pristine white marble countertop. Her other hand precisely grasps the metallic silver cap and deftly twists it open. To the man's left, another woman in a crisp white chef's coat is absorbed in her work, her hands moving expertly as she carefully handles fresh ingredients, perhaps arranging vibrant green herbs on a dark wooden cutting board. The entire scene is bathed in bright, diffused studio light, eliminating harsh shadows and highlighting the clean lines of the stainless steel appliances blurred in the background, creating an atmosphere of warmth, collaboration, and high professionalism.", + "seed": 24665, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_9/index_5711_seed_24665_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3057357563753612, + "vlm_logprob": -0.3057357563753612, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.3057357563753612, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4177472591400146 + ], + "opposite_logprob_tokens": [ + -0.2927471995353699 + ], + "logprob_reward": -1.4177472591400146, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4177472591400146, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0992736741900444, + 0.06776315718889236, + 0.06978043913841248, + 0.1357177048921585, + 0.04209492355585098, + 0.04614892229437828, + 0.04380343481898308, + 0.036792904138565063, + 0.028521623462438583, + 0.4301031827926636 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -1.4177472591400146 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209679692983627 + ], + "opposite_logprob_tokens": [ + -2.8120968341827393 + ], + "logprob_reward": -0.06209679692983627, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209679692983627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13030095398426056, + 0.06891557574272156, + 0.028355201706290245, + 0.025624806061387062, + 0.031757403165102005, + 0.05049024149775505, + 0.03194022178649902, + 0.1875888705253601, + 0.06482485681772232, + 0.38020193576812744 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.06209679692983627 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009279712685383856 + ], + "opposite_logprob_tokens": [ + -7.000927925109863 + ], + "logprob_reward": -0.0009279712685383856, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009279712685383856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1994439661502838, + 0.10764086991548538, + 0.12295441329479218, + 0.1490122526884079, + 0.13954147696495056, + 0.05162249132990837, + 0.058359190821647644, + 0.07251289486885071, + 0.0417921356856823, + 0.057120293378829956 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0009279712685383856 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212341979146004 + ], + "opposite_logprob_tokens": [ + -4.264212131500244 + ], + "logprob_reward": -0.014212341979146004, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212341979146004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09632637351751328, + 0.061110179871320724, + 0.0741267278790474, + 0.12419955432415009, + 0.052935536950826645, + 0.1313539296388626, + 0.08509566634893417, + 0.1245274469256401, + 0.047292280942201614, + 0.20303228497505188 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.014212341979146004 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369441255927086 + ], + "opposite_logprob_tokens": [ + -3.4086945056915283 + ], + "logprob_reward": -0.03369441255927086, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369441255927086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08941660821437836, + 0.054942239075899124, + 0.04593050852417946, + 0.05700545012950897, + 0.047046318650245667, + 0.07799552381038666, + 0.12715363502502441, + 0.08645758777856827, + 0.022761370986700058, + 0.3912908136844635 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.03369441255927086 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion doll begins in a bright, modern kitchen studio, capturing three dynamic shots at eye level. In the center, a man with neatly cropped brown hair and a friendly, engaging expression is speaking actively, emphasizing his words with expressive gestures. He wears a crisp navy blue button-down shirt. To his right, a woman with blonde hair tied in a sleek ponytail and a professional-looking soft pink shirt steadily lifts a clear glass bottle filled with golden liquid from a pristine white marble countertop. Her other hand precisely grasps the metallic silver cap and deftly twists it open. To the man's left, another woman in a crisp white chef's coat is absorbed in her work, her hands moving expertly as she carefully handles fresh ingredients, perhaps arranging vibrant green herbs on a dark wooden cutting board. The entire scene is bathed in bright, diffused studio light, eliminating harsh shadows and highlighting the clean lines of the stainless steel appliances blurred in the background, creating an atmosphere of warmth, collaboration, and high professionalism.", + "seed": 24666, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000087/group_9/index_5711_seed_24666_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.27083712744060906, + "vlm_logprob": -0.27083712744060906, + "vlm_yes_no_margin": 3.099999988079071, + "vlm_token_credit": -0.27083712744060906, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2382373809814453 + ], + "opposite_logprob_tokens": [ + -0.36323732137680054 + ], + "logprob_reward": -1.2382373809814453, + "yes_no_margin_reward": -0.8750000596046448, + "token_credit_reward": -1.2382373809814453, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1518106609582901, + 0.09624353051185608, + 0.14260657131671906, + 0.059762850403785706, + 0.06220599263906479, + 0.0649421289563179, + 0.06014157831668854, + 0.15207438170909882, + 0.06675263494253159, + 0.1434597223997116 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -1.2382373809814453 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06210318207740784 + ], + "opposite_logprob_tokens": [ + -2.812103271484375 + ], + "logprob_reward": -0.06210318207740784, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06210318207740784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30568134784698486, + 0.07192090898752213, + 0.04606422781944275, + 0.03202994540333748, + 0.025693025439977646, + 0.016812102869153023, + 0.027836399152874947, + 0.20821735262870789, + 0.1648579239845276, + 0.10088673233985901 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.06210318207740784 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001950506237335503 + ], + "opposite_logprob_tokens": [ + -6.251950740814209 + ], + "logprob_reward": -0.001950506237335503, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001950506237335503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15381890535354614, + 0.26196494698524475, + 0.07730355113744736, + 0.13695503771305084, + 0.03352229669690132, + 0.03027014248073101, + 0.08164310455322266, + 0.08445005863904953, + 0.07804116606712341, + 0.06203078478574753 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.001950506237335503 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820603385567665 + ], + "opposite_logprob_tokens": [ + -4.0182061195373535 + ], + "logprob_reward": -0.01820603385567665, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820603385567665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1509704291820526, + 0.08660866320133209, + 0.12821437418460846, + 0.08982820808887482, + 0.05088235065340996, + 0.04986162483692169, + 0.06458337604999542, + 0.13802604377269745, + 0.1446356624364853, + 0.0963892713189125 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.01820603385567665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a bright, modern kitchen studio with stainless steel appliances?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a man with neatly cropped brown hair wearing a navy blue button-down shirt visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a woman with blonde hair in a ponytail wearing a soft pink shirt lifting a clear glass bottle of golden liquid and twisting a silver cap?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is another woman in a white chef's coat handling fresh green herbs on a dark wooden cutting board to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033688534051179886 + ], + "opposite_logprob_tokens": [ + -3.408688545227051 + ], + "logprob_reward": -0.033688534051179886, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033688534051179886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09792742878198624, + 0.05405014753341675, + 0.1300266683101654, + 0.12741002440452576, + 0.05750849097967148, + 0.09179279953241348, + 0.09805358946323395, + 0.08983536064624786, + 0.07809872925281525, + 0.175296813249588 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.033688534051179886 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000088/group_0/index_8870_seed_20304_dp_0_rank_0_sample_0_slot_0.mp4 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As the gloved thumb calmly and precisely presses the crown button, the intricately engraved cover springs open with a gentle click, revealing an ivory dial with elegant Roman numerals. The camera then subtly shifts focus to reveal a pair of focused eyes on the watch's upper edge, their gaze fixed intently on the dial. A warm sidelight reflects off the brass case, capturing captivating golden highlights and highlighting the soft texture of the glove. A slender second hand ticks forward across the dial in a steady and decisive rhythm. The entire background is rendered in a soft, out-of-focus image, creating an atmosphere of intense concentration, a near-frozen time, as if every tick of the second hand carries profound significance.", + "seed": 3481, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_0/index_8651_seed_3481_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.043745316285640004, + "vlm_logprob": -0.043745316285640004, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.043745316285640004, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027392840012907982 + ], + "opposite_logprob_tokens": [ + -3.652392864227295 + ], + "logprob_reward": -0.027392840012907982, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027392840012907982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06016656011343002, + 0.09751971065998077, + 0.05975297465920448, + 0.2901007831096649, + 0.14366048574447632, + 0.028099238872528076, + 0.029465410858392715, + 0.1688448190689087, + 0.06245121359825134, + 0.05993877723813057 + ], + "top_frames": [ + 3, + 7, + 4 + ], + "selected_reward": -0.027392840012907982 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006762712262570858 + ], + "opposite_logprob_tokens": [ + -5.006762504577637 + ], + "logprob_reward": -0.006762712262570858, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006762712262570858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11278048157691956, + 0.20210137963294983, + 0.12191219627857208, + 0.06614235788583755, + 0.18278896808624268, + 0.03486244007945061, + 0.07686298340559006, + 0.07377120852470398, + 0.06190028786659241, + 0.06687771528959274 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.006762712262570858 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020604729652404785 + ], + "opposite_logprob_tokens": [ + -3.8956046104431152 + ], + "logprob_reward": -0.020604729652404785, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020604729652404785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08032780885696411, + 0.1768539845943451, + 0.1694854348897934, + 0.16206195950508118, + 0.1678498238325119, + 0.037105072289705276, + 0.05429048836231232, + 0.06927033513784409, + 0.04713425785303116, + 0.035620834678411484 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.020604729652404785 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034770011901855 + ], + "opposite_logprob_tokens": [ + -1.9103477001190186 + ], + "logprob_reward": -0.16034770011901855, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034770011901855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06753627210855484, + 0.12760959565639496, + 0.10446994006633759, + 0.17120569944381714, + 0.16625572741031647, + 0.046110399067401886, + 0.05395694077014923, + 0.11802638322114944, + 0.07697168737649918, + 0.06785731017589569 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.16034770011901855 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036185993812978268 + ], + "opposite_logprob_tokens": [ + -5.6286187171936035 + ], + "logprob_reward": -0.0036185993812978268, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036185993812978268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06409095227718353, + 0.11832797527313232, + 0.06505341827869415, + 0.05781862884759903, + 0.2319922000169754, + 0.05585340037941933, + 0.07788316160440445, + 0.15970948338508606, + 0.06532303988933563, + 0.1039476990699768 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.0036185993812978268 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot, shot from a slightly overhead angle, focuses on a hand clad in a flawless white cotton glove, carefully cradling a warm, gleaming antique brass pocket watch. As the gloved thumb calmly and precisely presses the crown button, the intricately engraved cover springs open with a gentle click, revealing an ivory dial with elegant Roman numerals. The camera then subtly shifts focus to reveal a pair of focused eyes on the watch's upper edge, their gaze fixed intently on the dial. A warm sidelight reflects off the brass case, capturing captivating golden highlights and highlighting the soft texture of the glove. A slender second hand ticks forward across the dial in a steady and decisive rhythm. The entire background is rendered in a soft, out-of-focus image, creating an atmosphere of intense concentration, a near-frozen time, as if every tick of the second hand carries profound significance.", + "seed": 3482, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_0/index_8651_seed_3482_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05281587750650942, + "vlm_logprob": -0.05281587750650942, + "vlm_yes_no_margin": 3.924999952316284, + "vlm_token_credit": -0.05281587750650942, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030990228056907654 + ], + "opposite_logprob_tokens": [ + -3.5309901237487793 + ], + "logprob_reward": -0.030990228056907654, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030990228056907654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25384002923965454, + 0.08535222709178925, + 0.10885792225599289, + 0.11135517805814743, + 0.18232133984565735, + 0.03376232460141182, + 0.03952178731560707, + 0.08702296018600464, + 0.037457097321748734, + 0.060509197413921356 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.030990228056907654 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011109873652458191 + ], + "opposite_logprob_tokens": [ + -4.511109828948975 + ], + "logprob_reward": -0.011109873652458191, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011109873652458191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12239568680524826, + 0.11205385625362396, + 0.08819051831960678, + 0.17004390060901642, + 0.08599987626075745, + 0.08594070374965668, + 0.05178261548280716, + 0.0939987376332283, + 0.06732291728258133, + 0.12227123230695724 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.011109873652458191 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820673607289791 + ], + "opposite_logprob_tokens": [ + -4.018206596374512 + ], + "logprob_reward": -0.01820673607289791, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820673607289791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13108010590076447, + 0.11003056913614273, + 0.06386867165565491, + 0.039589881896972656, + 0.152098149061203, + 0.12040489912033081, + 0.08381670713424683, + 0.11178702116012573, + 0.13646678626537323, + 0.05085719749331474 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.01820673607289791 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015715092420578 + ], + "opposite_logprob_tokens": [ + -1.7015714645385742 + ], + "logprob_reward": -0.2015715092420578, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015715092420578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07638415694236755, + 0.14009986817836761, + 0.22869250178337097, + 0.03850438818335533, + 0.09304610639810562, + 0.08520347625017166, + 0.034129153937101364, + 0.17569231986999512, + 0.06642404943704605, + 0.06182393431663513 + ], + "top_frames": [ + 2, + 7, + 1 + ], + "selected_reward": -0.2015715092420578 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00220104050822556 + ], + "opposite_logprob_tokens": [ + -6.127201080322266 + ], + "logprob_reward": -0.00220104050822556, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00220104050822556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11320368945598602, + 0.20035652816295624, + 0.15124158561229706, + 0.028757469728589058, + 0.03208554536104202, + 0.07708568871021271, + 0.03766538202762604, + 0.2604954242706299, + 0.03093915805220604, + 0.06816951930522919 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.00220104050822556 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot, shot from a slightly overhead angle, focuses on a hand clad in a flawless white cotton glove, carefully cradling a warm, gleaming antique brass pocket watch. As the gloved thumb calmly and precisely presses the crown button, the intricately engraved cover springs open with a gentle click, revealing an ivory dial with elegant Roman numerals. The camera then subtly shifts focus to reveal a pair of focused eyes on the watch's upper edge, their gaze fixed intently on the dial. A warm sidelight reflects off the brass case, capturing captivating golden highlights and highlighting the soft texture of the glove. A slender second hand ticks forward across the dial in a steady and decisive rhythm. The entire background is rendered in a soft, out-of-focus image, creating an atmosphere of intense concentration, a near-frozen time, as if every tick of the second hand carries profound significance.", + "seed": 3483, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_0/index_8651_seed_3483_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0242356825619936, + "vlm_logprob": -0.0242356825619936, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.0242356825619936, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039270997047424316 + ], + "opposite_logprob_tokens": [ + -3.2892708778381348 + ], + "logprob_reward": -0.039270997047424316, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.039270997047424316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13508443534374237, + 0.3141755759716034, + 0.07316216826438904, + 0.09997092932462692, + 0.089015431702137, + 0.08507268875837326, + 0.05053110793232918, + 0.03767852485179901, + 0.048840757459402084, + 0.06646840274333954 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.039270997047424316 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009808676317334175 + ], + "opposite_logprob_tokens": [ + -4.634808540344238 + ], + "logprob_reward": -0.009808676317334175, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009808676317334175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1329856961965561, + 0.26981815695762634, + 0.0726098045706749, + 0.20550943911075592, + 0.08268774300813675, + 0.0654396116733551, + 0.023703431710600853, + 0.061576470732688904, + 0.06886748224496841, + 0.016802174970507622 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.009808676317334175 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636895328760147 + ], + "opposite_logprob_tokens": [ + -3.6513688564300537 + ], + "logprob_reward": -0.02636895328760147, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636895328760147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2706206142902374, + 0.13187198340892792, + 0.1313738375902176, + 0.19223448634147644, + 0.09629425406455994, + 0.038236457854509354, + 0.030714817345142365, + 0.02711697295308113, + 0.039632316678762436, + 0.041904266923666 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.02636895328760147 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038101546466350555 + ], + "opposite_logprob_tokens": [ + -3.2881014347076416 + ], + "logprob_reward": -0.038101546466350555, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038101546466350555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06319296360015869, + 0.05568098649382591, + 0.07267797738313675, + 0.5803127884864807, + 0.0765940397977829, + 0.029580742120742798, + 0.024318257346749306, + 0.025414923205971718, + 0.026229288429021835, + 0.045997995883226395 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.038101546466350555 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628239691257477 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628239691257477, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628239691257477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052787672728300095, + 0.21113768219947815, + 0.05718986690044403, + 0.2080284208059311, + 0.2276829034090042, + 0.03919064253568649, + 0.032945550978183746, + 0.048926472663879395, + 0.08046625554561615, + 0.04164453223347664 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.007628239691257477 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot, shot from a slightly overhead angle, focuses on a hand clad in a flawless white cotton glove, carefully cradling a warm, gleaming antique brass pocket watch. As the gloved thumb calmly and precisely presses the crown button, the intricately engraved cover springs open with a gentle click, revealing an ivory dial with elegant Roman numerals. The camera then subtly shifts focus to reveal a pair of focused eyes on the watch's upper edge, their gaze fixed intently on the dial. A warm sidelight reflects off the brass case, capturing captivating golden highlights and highlighting the soft texture of the glove. A slender second hand ticks forward across the dial in a steady and decisive rhythm. The entire background is rendered in a soft, out-of-focus image, creating an atmosphere of intense concentration, a near-frozen time, as if every tick of the second hand carries profound significance.", + "seed": 3484, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_0/index_8651_seed_3484_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03241323214024305, + "vlm_logprob": -0.03241323214024305, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.03241323214024305, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10084567219018936 + ], + "opposite_logprob_tokens": [ + -2.3508455753326416 + ], + "logprob_reward": -0.10084567219018936, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10084567219018936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1675267517566681, + 0.5360544323921204, + 0.052539288997650146, + 0.05656096339225769, + 0.03662507236003876, + 0.04092572256922722, + 0.028744453564286232, + 0.026736538857221603, + 0.027267461642622948, + 0.027019290253520012 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.10084567219018936 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007648114114999771 + ], + "opposite_logprob_tokens": [ + -4.88264799118042 + ], + "logprob_reward": -0.007648114114999771, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007648114114999771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0197371244430542, + 0.60603928565979, + 0.06729672849178314, + 0.027413461357355118, + 0.16326874494552612, + 0.06468860805034637, + 0.02491341531276703, + 0.008570260368287563, + 0.010234539397060871, + 0.007837854325771332 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.007648114114999771 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207287691533566 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207287691533566, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207287691533566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049028072506189346, + 0.26295554637908936, + 0.11991056054830551, + 0.05588957294821739, + 0.19264744222164154, + 0.2151660919189453, + 0.03634259104728699, + 0.017665881663560867, + 0.02830963395535946, + 0.022084658965468407 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.014207287691533566 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329319901764393 + ], + "opposite_logprob_tokens": [ + -3.7732932567596436 + ], + "logprob_reward": -0.02329319901764393, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329319901764393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2318919599056244, + 0.049880221486091614, + 0.06454622000455856, + 0.07974351197481155, + 0.15276071429252625, + 0.13913406431674957, + 0.1138620674610138, + 0.0417361743748188, + 0.04084477946162224, + 0.08560025691986084 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.02329319901764393 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a hand wearing a white cotton glove?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand cradling a warm, gleaming antique brass pocket watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the gloved thumb press the crown button causing the engraved cover to spring open?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera shift focus to reveal a pair of focused eyes on the watch's upper edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered in a soft, out-of-focus image?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607188768684864 + ], + "opposite_logprob_tokens": [ + -4.141071796417236 + ], + "logprob_reward": -0.01607188768684864, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607188768684864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08842766284942627, + 0.4971316456794739, + 0.023343009874224663, + 0.0349811390042305, + 0.14183595776557922, + 0.050612207502126694, + 0.05458027124404907, + 0.042836256325244904, + 0.023623786866664886, + 0.042628124356269836 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.01607188768684864 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_1/index_tensor([6461, 6461])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_1/index_tensor([6461, 6461])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..470ba5f284dc6704e0286f1c72b7d078d9c88308 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_1/index_tensor([6461, 6461])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "shot begins from a low, upward angle, then spirals upward, immersing the viewer in a world of rough pixelated blocks. At the center of the frame, a pixelated warrior mimics the stance of a tiger. He wears a crimson pixelated budo gi, a black pixelated belt tied around his waist. His black hair, tied in a bun, and a face composed of simple blocks of color, create a resolute expression. He lowers his body, arms bent into claws, poised to strike, crouching on a patchwork of varying shades of green and brown. In the background, a vast mountain range of gray and white blocks rises from the ground, piercing the pristine light blue sky, while a few cubic white clouds drift silently. Suddenly, the warrior exerts a powerful force, pushing off the ground with his legs, sending his entire body spiraling upward like a drill. His rotation drives the surrounding air, creating a blurry whirlwind of pixelated particles. The rotating camera follows, spiraling in sync, perfectly capturing every moment of his ascent. The entire scene takes place under bright and even light, with almost no soft shadows, only hard color block boundaries, high color saturation and sharp contrast, creating a nostalgic atmosphere full of power and dynamism, with an 8-bit retro game aesthetic.", + "seed": 13857, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_1/index_6461_seed_13857_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.009927883767522872, + "vlm_logprob": -0.009927883767522872, + "vlm_yes_no_margin": 5.249999952316284, + "vlm_token_credit": -0.009927883767522872, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024102766066789627 + ], + "opposite_logprob_tokens": [ + -3.7741026878356934 + ], + "logprob_reward": -0.024102766066789627, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024102766066789627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09587658196687698, + 0.1528165340423584, + 0.078384630382061, + 0.03992660343647003, + 0.10379986464977264, + 0.06802117079496384, + 0.1517917811870575, + 0.08775999397039413, + 0.11216596513986588, + 0.10945682972669601 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.024102766066789627 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191050738096237 + ], + "opposite_logprob_tokens": [ + -4.018190860748291 + ], + "logprob_reward": -0.018191050738096237, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018191050738096237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23938094079494476, + 0.12679508328437805, + 0.0979619100689888, + 0.0355561263859272, + 0.07164626568555832, + 0.04063653573393822, + 0.06795787066221237, + 0.02690245397388935, + 0.20576970279216766, + 0.08739311248064041 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.018191050738096237 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003612541826441884 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.003612541826441884, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003612541826441884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16871055960655212, + 0.08560643345117569, + 0.10095061361789703, + 0.020106086507439613, + 0.18434259295463562, + 0.06039529666304588, + 0.30084627866744995, + 0.028656885027885437, + 0.020363781601190567, + 0.0300214271992445 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.003612541826441884 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028160461224615574 + ], + "opposite_logprob_tokens": [ + -5.877816200256348 + ], + "logprob_reward": -0.0028160461224615574, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028160461224615574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42280957102775574, + 0.06958908587694168, + 0.10156618803739548, + 0.022284500300884247, + 0.066696897149086, + 0.03775407373905182, + 0.06123189255595207, + 0.02780781500041485, + 0.04922579228878021, + 0.14103420078754425 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0028160461224615574 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009170140838250518 + ], + "opposite_logprob_tokens": [ + -7.000916957855225 + ], + "logprob_reward": -0.0009170140838250518, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009170140838250518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19311025738716125, + 0.10249212384223938, + 0.1207696869969368, + 0.02860557846724987, + 0.06578033417463303, + 0.04351738467812538, + 0.11173506826162338, + 0.032067038118839264, + 0.16368450224399567, + 0.1382380574941635 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0009170140838250518 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins from a low, upward angle, then spirals upward, immersing the viewer in a world of rough pixelated blocks. At the center of the frame, a pixelated warrior mimics the stance of a tiger. He wears a crimson pixelated budo gi, a black pixelated belt tied around his waist. His black hair, tied in a bun, and a face composed of simple blocks of color, create a resolute expression. He lowers his body, arms bent into claws, poised to strike, crouching on a patchwork of varying shades of green and brown. In the background, a vast mountain range of gray and white blocks rises from the ground, piercing the pristine light blue sky, while a few cubic white clouds drift silently. Suddenly, the warrior exerts a powerful force, pushing off the ground with his legs, sending his entire body spiraling upward like a drill. His rotation drives the surrounding air, creating a blurry whirlwind of pixelated particles. The rotating camera follows, spiraling in sync, perfectly capturing every moment of his ascent. The entire scene takes place under bright and even light, with almost no soft shadows, only hard color block boundaries, high color saturation and sharp contrast, creating a nostalgic atmosphere full of power and dynamism, with an 8-bit retro game aesthetic.", + "seed": 13858, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_1/index_6461_seed_13858_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01241569856647402, + "vlm_logprob": -0.01241569856647402, + "vlm_yes_no_margin": 5.175, + "vlm_token_credit": -0.01241569856647402, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04367832466959953 + ], + "opposite_logprob_tokens": [ + -3.1686782836914062 + ], + "logprob_reward": -0.04367832466959953, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04367832466959953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1209995374083519, + 0.037432629615068436, + 0.30337414145469666, + 0.028984548524022102, + 0.04333925247192383, + 0.09356183558702469, + 0.061704136431217194, + 0.181114062666893, + 0.06716856360435486, + 0.06232135370373726 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.04367832466959953 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978199765086174 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.00978199765086174, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978199765086174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18308347463607788, + 0.06137476861476898, + 0.07113415747880936, + 0.10144301503896713, + 0.07766468822956085, + 0.11014637351036072, + 0.049644727259874344, + 0.12797555327415466, + 0.0635075494647026, + 0.15402564406394958 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.00978199765086174 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004089446272701025 + ], + "opposite_logprob_tokens": [ + -5.50408935546875 + ], + "logprob_reward": -0.004089446272701025, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004089446272701025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29201868176460266, + 0.042121049016714096, + 0.09539131075143814, + 0.03493713587522507, + 0.034953225404024124, + 0.0513618029654026, + 0.1509171575307846, + 0.14197176694869995, + 0.08119933307170868, + 0.07512850314378738 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.004089446272701025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036117101553827524 + ], + "opposite_logprob_tokens": [ + -5.6286115646362305 + ], + "logprob_reward": -0.0036117101553827524, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036117101553827524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2056608349084854, + 0.03739401325583458, + 0.12139599770307541, + 0.04985960200428963, + 0.07996254414319992, + 0.06395483762025833, + 0.05447162687778473, + 0.13063561916351318, + 0.09657345712184906, + 0.16009147465229034 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0036117101553827524 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009170140838250518 + ], + "opposite_logprob_tokens": [ + -7.000916957855225 + ], + "logprob_reward": -0.0009170140838250518, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009170140838250518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2316371202468872, + 0.04906036704778671, + 0.09465493261814117, + 0.034421276301145554, + 0.15229541063308716, + 0.08575699478387833, + 0.060683153569698334, + 0.12478099018335342, + 0.07859867811203003, + 0.08811109513044357 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.0009170140838250518 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins from a low, upward angle, then spirals upward, immersing the viewer in a world of rough pixelated blocks. At the center of the frame, a pixelated warrior mimics the stance of a tiger. He wears a crimson pixelated budo gi, a black pixelated belt tied around his waist. His black hair, tied in a bun, and a face composed of simple blocks of color, create a resolute expression. He lowers his body, arms bent into claws, poised to strike, crouching on a patchwork of varying shades of green and brown. In the background, a vast mountain range of gray and white blocks rises from the ground, piercing the pristine light blue sky, while a few cubic white clouds drift silently. Suddenly, the warrior exerts a powerful force, pushing off the ground with his legs, sending his entire body spiraling upward like a drill. His rotation drives the surrounding air, creating a blurry whirlwind of pixelated particles. The rotating camera follows, spiraling in sync, perfectly capturing every moment of his ascent. The entire scene takes place under bright and even light, with almost no soft shadows, only hard color block boundaries, high color saturation and sharp contrast, creating a nostalgic atmosphere full of power and dynamism, with an 8-bit retro game aesthetic.", + "seed": 13859, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_1/index_6461_seed_13859_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014178627531509846, + "vlm_logprob": -0.014178627531509846, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.014178627531509846, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04927001893520355 + ], + "opposite_logprob_tokens": [ + -3.049269914627075 + ], + "logprob_reward": -0.04927001893520355, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04927001893520355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1161828339099884, + 0.10311878472566605, + 0.11680726706981659, + 0.034222472459077835, + 0.031828947365283966, + 0.12553095817565918, + 0.26382026076316833, + 0.0488443523645401, + 0.07199719548225403, + 0.0876469537615776 + ], + "top_frames": [ + 6, + 5, + 2 + ], + "selected_reward": -0.04927001893520355 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419412437826395 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.01419412437826395, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419412437826395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1874338835477829, + 0.0934923067688942, + 0.15507277846336365, + 0.026545345783233643, + 0.03778226673603058, + 0.11069636046886444, + 0.06683693826198578, + 0.05594742298126221, + 0.10211259871721268, + 0.16408002376556396 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.01419412437826395 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036100472789257765 + ], + "opposite_logprob_tokens": [ + -5.628610134124756 + ], + "logprob_reward": -0.0036100472789257765, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036100472789257765, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16140979528427124, + 0.05508561059832573, + 0.07725188136100769, + 0.0992574617266655, + 0.04950995743274689, + 0.3514544367790222, + 0.0808272734284401, + 0.0221185851842165, + 0.06405919790267944, + 0.039025790989398956 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.0036100472789257765 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00318829040043056 + ], + "opposite_logprob_tokens": [ + -5.753188133239746 + ], + "logprob_reward": -0.00318829040043056, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00318829040043056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2020687311887741, + 0.055186282843351364, + 0.05970671400427818, + 0.04921283572912216, + 0.04662829637527466, + 0.0785529613494873, + 0.08725868165493011, + 0.06495294719934464, + 0.20495077967643738, + 0.1514817178249359 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.00318829040043056 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006306566647253931 + ], + "opposite_logprob_tokens": [ + -7.375630855560303 + ], + "logprob_reward": -0.0006306566647253931, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006306566647253931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26299136877059937, + 0.05405578017234802, + 0.06626158207654953, + 0.06605647504329681, + 0.0603216253221035, + 0.11032050848007202, + 0.05204842984676361, + 0.07316429167985916, + 0.12059066444635391, + 0.13418926298618317 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0006306566647253931 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "shot begins from a low, upward angle, then spirals upward, immersing the viewer in a world of rough pixelated blocks. At the center of the frame, a pixelated warrior mimics the stance of a tiger. He wears a crimson pixelated budo gi, a black pixelated belt tied around his waist. His black hair, tied in a bun, and a face composed of simple blocks of color, create a resolute expression. He lowers his body, arms bent into claws, poised to strike, crouching on a patchwork of varying shades of green and brown. In the background, a vast mountain range of gray and white blocks rises from the ground, piercing the pristine light blue sky, while a few cubic white clouds drift silently. Suddenly, the warrior exerts a powerful force, pushing off the ground with his legs, sending his entire body spiraling upward like a drill. His rotation drives the surrounding air, creating a blurry whirlwind of pixelated particles. The rotating camera follows, spiraling in sync, perfectly capturing every moment of his ascent. The entire scene takes place under bright and even light, with almost no soft shadows, only hard color block boundaries, high color saturation and sharp contrast, creating a nostalgic atmosphere full of power and dynamism, with an 8-bit retro game aesthetic.", + "seed": 13860, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_1/index_6461_seed_13860_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0052735728095285594, + "vlm_logprob": -0.0052735728095285594, + "vlm_yes_no_margin": 5.8, + "vlm_token_credit": -0.0052735728095285594, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01476115919649601 + ], + "opposite_logprob_tokens": [ + -4.264760971069336 + ], + "logprob_reward": -0.01476115919649601, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01476115919649601, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08721804618835449, + 0.057752758264541626, + 0.022508656606078148, + 0.10427165031433105, + 0.040007464587688446, + 0.016113199293613434, + 0.028131520375609398, + 0.07003846019506454, + 0.05577896162867546, + 0.5181793570518494 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.01476115919649601 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006740451790392399 + ], + "opposite_logprob_tokens": [ + -5.006740570068359 + ], + "logprob_reward": -0.006740451790392399, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006740451790392399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07277378439903259, + 0.13432352244853973, + 0.12285692989826202, + 0.12443559616804123, + 0.04431036487221718, + 0.0816013291478157, + 0.07610569149255753, + 0.1344691812992096, + 0.10496599227190018, + 0.10415758937597275 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.006740451790392399 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335205975919962 + ], + "opposite_logprob_tokens": [ + -6.626335144042969 + ], + "logprob_reward": -0.001335205975919962, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335205975919962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04093088582158089, + 0.04413412883877754, + 0.02524547278881073, + 0.1998187154531479, + 0.12912094593048096, + 0.06010465696454048, + 0.12449098378419876, + 0.13682135939598083, + 0.037886843085289, + 0.20144595205783844 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.001335205975919962 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028156896587461233 + ], + "opposite_logprob_tokens": [ + -5.8778157234191895 + ], + "logprob_reward": -0.0028156896587461233, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028156896587461233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09785599261522293, + 0.10382108390331268, + 0.05011539161205292, + 0.04207403212785721, + 0.025665853172540665, + 0.023378267884254456, + 0.16499648988246918, + 0.18826967477798462, + 0.1424802541732788, + 0.16134291887283325 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.0028156896587461233 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a pixelated warrior wearing a crimson budo gi with a black belt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the warrior start in a crouching stance with arms bent into claws before spiraling upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background composed of a gray and white blocky mountain range under a light blue sky with cubic clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera begin at a low upward angle and spiral upward in sync with the warrior's ascent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style characterized by 8-bit retro aesthetics with hard color block boundaries and high saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007153574260883033 + ], + "opposite_logprob_tokens": [ + -7.250715255737305 + ], + "logprob_reward": -0.0007153574260883033, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007153574260883033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055241163820028305, + 0.04659387096762657, + 0.021734904497861862, + 0.10268278419971466, + 0.030384114012122154, + 0.01485401764512062, + 0.04422110691666603, + 0.09920074045658112, + 0.05247718095779419, + 0.5326101779937744 + ], + "top_frames": [ + 9, + 3, + 7 + ], + "selected_reward": -0.0007153574260883033 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_10/index_tensor([5681, 5681])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_10/index_tensor([5681, 5681])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f3a8f312cc23b52dd1a7459953ea02ab5df9cedf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_10/index_tensor([5681, 5681])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "perfectly static, eye-level close-up captures the gnarled branches of a plum tree in perfect focus, set against a soft, out-of-focus, neutral background. In a breathtaking surrealism, the dark, weathered bark of the branches, with its intricate cracks and veins, serves as a dramatic stage. A seamless time-lapse action unfolds as dense, deep-pink buds, each covered in delicate hairs, begin to inexorably expand. They visibly plump, then the outer layers burst, allowing the delicate petals within to gracefully unfold. The petals unfold in a smooth, accelerating sequence, transforming from spiraling curls into fully bloomed, delicate pink blossoms. Soft, diffused lighting illuminates every minute detail with crystal clarity, revealing delicate, deep-pink veins running through the almost translucent petals and the blurred texture of the tender green stem. At the center of each new blossom, a cluster of golden stamens gently trembles, completing the serene and majestic spectacle of nature's unfolding beauty.", + "seed": 32722, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_10/index_5681_seed_32722_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07716801427304745, + "vlm_logprob": -0.07716801427304745, + "vlm_yes_no_margin": 3.599999988079071, + "vlm_token_credit": -0.07716801427304745, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03999374806880951 + ], + "opposite_logprob_tokens": [ + -3.2899937629699707 + ], + "logprob_reward": -0.03999374806880951, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03999374806880951, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09154452383518219, + 0.4762837290763855, + 0.04750766232609749, + 0.07377515733242035, + 0.06207285448908806, + 0.04958442226052284, + 0.06598983705043793, + 0.06969795376062393, + 0.031212909147143364, + 0.032330989837646484 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.03999374806880951 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31348663568496704 + ], + "opposite_logprob_tokens": [ + -1.3134865760803223 + ], + "logprob_reward": -0.31348663568496704, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31348663568496704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1444181203842163, + 0.5534576773643494, + 0.038619644939899445, + 0.1149706020951271, + 0.06340142339468002, + 0.024978192523121834, + 0.015144235454499722, + 0.018985966220498085, + 0.014112257398664951, + 0.011911842040717602 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.31348663568496704 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016085611656308174 + ], + "opposite_logprob_tokens": [ + -4.141085624694824 + ], + "logprob_reward": -0.016085611656308174, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016085611656308174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09074471890926361, + 0.10110729932785034, + 0.026112698018550873, + 0.09344439953565598, + 0.176019087433815, + 0.08563844114542007, + 0.17713786661624908, + 0.10447163134813309, + 0.0464324876666069, + 0.09889141470193863 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.016085611656308174 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649858646094799 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649858646094799, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649858646094799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15056531131267548, + 0.3741399943828583, + 0.039974410086870193, + 0.07535196840763092, + 0.05064207315444946, + 0.01623528078198433, + 0.019871557131409645, + 0.12971654534339905, + 0.02912321873009205, + 0.11437967419624329 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.008649858646094799 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076242173090577126 + ], + "opposite_logprob_tokens": [ + -4.88262414932251 + ], + "logprob_reward": -0.0076242173090577126, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076242173090577126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07653625309467316, + 0.6905085444450378, + 0.02710743620991707, + 0.01718525029718876, + 0.031914204359054565, + 0.02914390340447426, + 0.014446312561631203, + 0.05168267711997032, + 0.019305866211652756, + 0.042169637978076935 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.0076242173090577126 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "perfectly static, eye-level close-up captures the gnarled branches of a plum tree in perfect focus, set against a soft, out-of-focus, neutral background. In a breathtaking surrealism, the dark, weathered bark of the branches, with its intricate cracks and veins, serves as a dramatic stage. A seamless time-lapse action unfolds as dense, deep-pink buds, each covered in delicate hairs, begin to inexorably expand. They visibly plump, then the outer layers burst, allowing the delicate petals within to gracefully unfold. The petals unfold in a smooth, accelerating sequence, transforming from spiraling curls into fully bloomed, delicate pink blossoms. Soft, diffused lighting illuminates every minute detail with crystal clarity, revealing delicate, deep-pink veins running through the almost translucent petals and the blurred texture of the tender green stem. At the center of each new blossom, a cluster of golden stamens gently trembles, completing the serene and majestic spectacle of nature's unfolding beauty.", + "seed": 32723, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_10/index_5681_seed_32723_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014360899943858385, + "vlm_logprob": -0.014360899943858385, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.014360899943858385, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01951751671731472 + ], + "opposite_logprob_tokens": [ + -4.019517421722412 + ], + "logprob_reward": -0.01951751671731472, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01951751671731472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21500582993030548, + 0.14835473895072937, + 0.1939525008201599, + 0.05519538000226021, + 0.0393325500190258, + 0.02111401967704296, + 0.1469172239303589, + 0.1255996972322464, + 0.035544537007808685, + 0.018983500078320503 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.01951751671731472 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373417630791664 + ], + "opposite_logprob_tokens": [ + -3.408734083175659 + ], + "logprob_reward": -0.03373417630791664, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373417630791664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6358132362365723, + 0.025261402130126953, + 0.15186253190040588, + 0.015444936230778694, + 0.050403378903865814, + 0.047821786254644394, + 0.03772467374801636, + 0.013886776752769947, + 0.009903044439852238, + 0.011878237128257751 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.03373417630791664 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008657186292111874 + ], + "opposite_logprob_tokens": [ + -4.758656978607178 + ], + "logprob_reward": -0.008657186292111874, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008657186292111874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13543497025966644, + 0.09650721400976181, + 0.072064608335495, + 0.07972840219736099, + 0.027028074488043785, + 0.055792488157749176, + 0.47516292333602905, + 0.029691744595766068, + 0.006864315830171108, + 0.02172529324889183 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.008657186292111874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260198377072811 + ], + "opposite_logprob_tokens": [ + -5.255259990692139 + ], + "logprob_reward": -0.005260198377072811, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260198377072811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2897075116634369, + 0.096409372985363, + 0.11174491047859192, + 0.08284910023212433, + 0.025842344388365746, + 0.04049798101186752, + 0.20626556873321533, + 0.04230346530675888, + 0.024349717423319817, + 0.08003005385398865 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.005260198377072811 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635422024875879 + ], + "opposite_logprob_tokens": [ + -5.379635334014893 + ], + "logprob_reward": -0.004635422024875879, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635422024875879, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5806707143783569, + 0.05085454508662224, + 0.16411270201206207, + 0.023646892979741096, + 0.036128412932157516, + 0.026351401582360268, + 0.019234558567404747, + 0.018494710326194763, + 0.03908818960189819, + 0.041417963802814484 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.004635422024875879 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "perfectly static, eye-level close-up captures the gnarled branches of a plum tree in perfect focus, set against a soft, out-of-focus, neutral background. In a breathtaking surrealism, the dark, weathered bark of the branches, with its intricate cracks and veins, serves as a dramatic stage. A seamless time-lapse action unfolds as dense, deep-pink buds, each covered in delicate hairs, begin to inexorably expand. They visibly plump, then the outer layers burst, allowing the delicate petals within to gracefully unfold. The petals unfold in a smooth, accelerating sequence, transforming from spiraling curls into fully bloomed, delicate pink blossoms. Soft, diffused lighting illuminates every minute detail with crystal clarity, revealing delicate, deep-pink veins running through the almost translucent petals and the blurred texture of the tender green stem. At the center of each new blossom, a cluster of golden stamens gently trembles, completing the serene and majestic spectacle of nature's unfolding beauty.", + "seed": 32724, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_10/index_5681_seed_32724_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014933996554464101, + "vlm_logprob": -0.014933996554464101, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.014933996554464101, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024985510855913162 + ], + "opposite_logprob_tokens": [ + -3.7749855518341064 + ], + "logprob_reward": -0.024985510855913162, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024985510855913162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3159957528114319, + 0.18643315136432648, + 0.09918870776891708, + 0.042609140276908875, + 0.07731606811285019, + 0.07459147274494171, + 0.015870708972215652, + 0.05058550834655762, + 0.02643801085650921, + 0.11097142845392227 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.024985510855913162 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813425078988075 + ], + "opposite_logprob_tokens": [ + -3.2881343364715576 + ], + "logprob_reward": -0.03813425078988075, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813425078988075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3182871639728546, + 0.11019081622362137, + 0.17323121428489685, + 0.052685752511024475, + 0.08453483879566193, + 0.06336303055286407, + 0.015233531594276428, + 0.025419315323233604, + 0.018136773258447647, + 0.13891756534576416 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.03813425078988075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00410179328173399 + ], + "opposite_logprob_tokens": [ + -5.504101753234863 + ], + "logprob_reward": -0.00410179328173399, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00410179328173399, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3423222601413727, + 0.19028742611408234, + 0.23532816767692566, + 0.021502289921045303, + 0.019051451236009598, + 0.07506131380796432, + 0.019179176539182663, + 0.023922406136989594, + 0.010543539188802242, + 0.06280191242694855 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.00410179328173399 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021998509764671326 + ], + "opposite_logprob_tokens": [ + -6.127199649810791 + ], + "logprob_reward": -0.0021998509764671326, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021998509764671326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2764767110347748, + 0.08527808636426926, + 0.36716732382774353, + 0.07071553170681, + 0.019134892150759697, + 0.036259327083826065, + 0.018012670800089836, + 0.015180842950940132, + 0.01596083864569664, + 0.09581377357244492 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0021998509764671326 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248576868325472 + ], + "opposite_logprob_tokens": [ + -5.255248546600342 + ], + "logprob_reward": -0.005248576868325472, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248576868325472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25289756059646606, + 0.18105433881282806, + 0.07442186772823334, + 0.05166429653763771, + 0.05957524850964546, + 0.1238810122013092, + 0.04556883126497269, + 0.037248555570840836, + 0.03214937075972557, + 0.14153893291950226 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.005248576868325472 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "perfectly static, eye-level close-up captures the gnarled branches of a plum tree in perfect focus, set against a soft, out-of-focus, neutral background. In a breathtaking surrealism, the dark, weathered bark of the branches, with its intricate cracks and veins, serves as a dramatic stage. A seamless time-lapse action unfolds as dense, deep-pink buds, each covered in delicate hairs, begin to inexorably expand. They visibly plump, then the outer layers burst, allowing the delicate petals within to gracefully unfold. The petals unfold in a smooth, accelerating sequence, transforming from spiraling curls into fully bloomed, delicate pink blossoms. Soft, diffused lighting illuminates every minute detail with crystal clarity, revealing delicate, deep-pink veins running through the almost translucent petals and the blurred texture of the tender green stem. At the center of each new blossom, a cluster of golden stamens gently trembles, completing the serene and majestic spectacle of nature's unfolding beauty.", + "seed": 32725, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_10/index_5681_seed_32725_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.008882360393181443, + "vlm_logprob": -0.008882360393181443, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.008882360393181443, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014246189035475254 + ], + "opposite_logprob_tokens": [ + -4.389245986938477 + ], + "logprob_reward": -0.014246189035475254, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014246189035475254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09290600568056107, + 0.11010165512561798, + 0.052347563207149506, + 0.2728595733642578, + 0.05711478367447853, + 0.022655343636870384, + 0.0982370674610138, + 0.20895089209079742, + 0.04766707867383957, + 0.03716006129980087 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.014246189035475254 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016090773046016693 + ], + "opposite_logprob_tokens": [ + -4.1410908699035645 + ], + "logprob_reward": -0.016090773046016693, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016090773046016693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09125334024429321, + 0.07684972882270813, + 0.03179563954472542, + 0.49045830965042114, + 0.028559571132063866, + 0.014820748008787632, + 0.056913044303655624, + 0.09589710831642151, + 0.029619606211781502, + 0.08383293449878693 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.016090773046016693 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639833260327578 + ], + "opposite_logprob_tokens": [ + -4.8826398849487305 + ], + "logprob_reward": -0.007639833260327578, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639833260327578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032368142157793045, + 0.07223436236381531, + 0.03542845696210861, + 0.5945114493370056, + 0.07756318151950836, + 0.0719725713133812, + 0.05172710865736008, + 0.015322310850024223, + 0.027776002883911133, + 0.02109643816947937 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.007639833260327578 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00282187107950449 + ], + "opposite_logprob_tokens": [ + -5.877821922302246 + ], + "logprob_reward": -0.00282187107950449, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00282187107950449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12229298055171967, + 0.12785401940345764, + 0.04567742347717285, + 0.11734835803508759, + 0.11168401688337326, + 0.0640958622097969, + 0.23276905715465546, + 0.10582827776670456, + 0.03762293979525566, + 0.034827060997486115 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.00282187107950449 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, eye-level close-up of gnarled plum tree branches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the branches in sharp focus against a soft, out-of-focus, neutral background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do deep-pink buds covered in delicate hairs expand and burst to reveal unfolding petals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the petals translucent with visible deep-pink veins and a cluster of golden stamens at the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft, diffused lighting that reveals minute details with crystal clarity?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036131355445832014 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.0036131355445832014, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036131355445832014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11171505600214005, + 0.03181440010666847, + 0.05607001483440399, + 0.3447370231151581, + 0.11859755963087082, + 0.047838032245635986, + 0.1320551633834839, + 0.050828222185373306, + 0.03862486034631729, + 0.06771969050168991 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.0036131355445832014 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_11/index_tensor([6102, 6102])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_11/index_tensor([6102, 6102])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e51975eb89833a52c1970f28a79807cdbf19df9d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_11/index_tensor([6102, 6102])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, held at eye level, begins with a steady, deliberate pan through a quiet, empty interior corridor. The walls are a soft cream color, and the floor, composed of dark, polished hardwood, vaguely reflects the scene. Late afternoon sunlight streams through unseen windows in the distance, casting a bright, sharp-edged rectangle of golden light onto the floor, where dust motes dance in the still air. The camera pauses, capturing a still shot of a white-painted wooden door at the end of the hall, its surface showing a matte finish and subtle signs of age. The door is initially slightly ajar, revealing only a hint of darkness outside. Suddenly, an invisible draft causes the door to swing rapidly inward on its tarnished brass hinges, emitting a faint, high-pitched creak. Then, it begins to swing back and forth, its motion following a gradually decreasing arc, finally coming to rest with a soft, unmistakable click against the doorframe, and the corridor falls into deep silence again.", + "seed": 32883, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_11/index_6102_seed_32883_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3304669277742505, + "vlm_logprob": -0.3304669277742505, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.3304669277742505, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006773960776627064 + ], + "opposite_logprob_tokens": [ + -5.131773948669434 + ], + "logprob_reward": -0.006773960776627064, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006773960776627064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2357909232378006, + 0.08500270545482635, + 0.0812114030122757, + 0.07483877241611481, + 0.13131630420684814, + 0.12317335605621338, + 0.0735248401761055, + 0.07788946479558945, + 0.05234438180923462, + 0.06490784138441086 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.006773960776627064 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038153987377882004 + ], + "opposite_logprob_tokens": [ + -3.288153886795044 + ], + "logprob_reward": -0.038153987377882004, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038153987377882004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15988881886005402, + 0.0768921822309494, + 0.14459817111492157, + 0.05140024796128273, + 0.12444551289081573, + 0.08272252976894379, + 0.08323192596435547, + 0.11841053515672684, + 0.061468806117773056, + 0.09694129228591919 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.038153987377882004 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898195087909698 + ], + "opposite_logprob_tokens": [ + -2.578981876373291 + ], + "logprob_reward": -0.07898195087909698, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898195087909698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07511516660451889, + 0.02471989206969738, + 0.0504525862634182, + 0.06012545898556709, + 0.38434791564941406, + 0.02360403724014759, + 0.04185650125145912, + 0.18118607997894287, + 0.09533103555440903, + 0.06326144188642502 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.07898195087909698 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539578199386597 + ], + "opposite_logprob_tokens": [ + -0.4289577901363373 + ], + "logprob_reward": -1.0539578199386597, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539578199386597, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20113928616046906, + 0.17678503692150116, + 0.08121958374977112, + 0.10838627815246582, + 0.0843624398112297, + 0.13937364518642426, + 0.030093347653746605, + 0.05258331447839737, + 0.04754582419991493, + 0.07851120084524155 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -1.0539578199386597 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4744669198989868 + ], + "opposite_logprob_tokens": [ + -0.9744669198989868 + ], + "logprob_reward": -0.4744669198989868, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4744669198989868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2058069258928299, + 0.11236817389726639, + 0.06836975365877151, + 0.11187398433685303, + 0.09029941260814667, + 0.11345112323760986, + 0.06107509508728981, + 0.09794732183218002, + 0.07669280469417572, + 0.06211542710661888 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.4744669198989868 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "medium shot, held at eye level, begins with a steady, deliberate pan through a quiet, empty interior corridor. The walls are a soft cream color, and the floor, composed of dark, polished hardwood, vaguely reflects the scene. Late afternoon sunlight streams through unseen windows in the distance, casting a bright, sharp-edged rectangle of golden light onto the floor, where dust motes dance in the still air. The camera pauses, capturing a still shot of a white-painted wooden door at the end of the hall, its surface showing a matte finish and subtle signs of age. The door is initially slightly ajar, revealing only a hint of darkness outside. Suddenly, an invisible draft causes the door to swing rapidly inward on its tarnished brass hinges, emitting a faint, high-pitched creak. Then, it begins to swing back and forth, its motion following a gradually decreasing arc, finally coming to rest with a soft, unmistakable click against the doorframe, and the corridor falls into deep silence again.", + "seed": 32884, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_11/index_6102_seed_32884_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08032830506563186, + "vlm_logprob": -0.08032830506563186, + "vlm_yes_no_margin": 2.799999976158142, + "vlm_token_credit": -0.08032830506563186, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028862372040748596 + ], + "opposite_logprob_tokens": [ + -3.653862476348877 + ], + "logprob_reward": -0.028862372040748596, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028862372040748596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4057859778404236, + 0.04569127410650253, + 0.035544659942388535, + 0.05890664830803871, + 0.08003424853086472, + 0.13146060705184937, + 0.10121449083089828, + 0.07063477486371994, + 0.035328492522239685, + 0.035398803651332855 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.028862372040748596 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04313533380627632 + ], + "opposite_logprob_tokens": [ + -3.168135404586792 + ], + "logprob_reward": -0.04313533380627632, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04313533380627632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18125605583190918, + 0.28957030177116394, + 0.050016578286886215, + 0.03506215289235115, + 0.08507756888866425, + 0.1063874140381813, + 0.08676853775978088, + 0.06483613699674606, + 0.07237255573272705, + 0.028652703389525414 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.04313533380627632 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352349668741226 + ], + "opposite_logprob_tokens": [ + -3.6513524055480957 + ], + "logprob_reward": -0.026352349668741226, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352349668741226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16276459395885468, + 0.07295389473438263, + 0.04065296798944473, + 0.07289470732212067, + 0.327217698097229, + 0.08899500966072083, + 0.07653672993183136, + 0.04203083738684654, + 0.09739053249359131, + 0.018563106656074524 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.026352349668741226 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428263932466507 + ], + "opposite_logprob_tokens": [ + -2.0178263187408447 + ], + "logprob_reward": -0.1428263932466507, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428263932466507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06550157070159912, + 0.07660108059644699, + 0.0891280397772789, + 0.06880699843168259, + 0.3436344861984253, + 0.1126718670129776, + 0.12656345963478088, + 0.047215934842824936, + 0.047462932765483856, + 0.022413652390241623 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.1428263932466507 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604650765657425 + ], + "opposite_logprob_tokens": [ + -1.910465121269226 + ], + "logprob_reward": -0.1604650765657425, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604650765657425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06740738451480865, + 0.06024746224284172, + 0.04360455647110939, + 0.04505835101008415, + 0.25364670157432556, + 0.1829809695482254, + 0.19207580387592316, + 0.08816134929656982, + 0.03027617745101452, + 0.03654126450419426 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.1604650765657425 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, held at eye level, begins with a steady, deliberate pan through a quiet, empty interior corridor. The walls are a soft cream color, and the floor, composed of dark, polished hardwood, vaguely reflects the scene. Late afternoon sunlight streams through unseen windows in the distance, casting a bright, sharp-edged rectangle of golden light onto the floor, where dust motes dance in the still air. The camera pauses, capturing a still shot of a white-painted wooden door at the end of the hall, its surface showing a matte finish and subtle signs of age. The door is initially slightly ajar, revealing only a hint of darkness outside. Suddenly, an invisible draft causes the door to swing rapidly inward on its tarnished brass hinges, emitting a faint, high-pitched creak. Then, it begins to swing back and forth, its motion following a gradually decreasing arc, finally coming to rest with a soft, unmistakable click against the doorframe, and the corridor falls into deep silence again.", + "seed": 32885, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_11/index_6102_seed_32885_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.36545919682830574, + "vlm_logprob": -0.36545919682830574, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.36545919682830574, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0057682013139128685 + ], + "opposite_logprob_tokens": [ + -5.255768299102783 + ], + "logprob_reward": -0.0057682013139128685, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0057682013139128685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21404361724853516, + 0.09330718219280243, + 0.05081835389137268, + 0.10615336149930954, + 0.10155842453241348, + 0.23477381467819214, + 0.0583665706217289, + 0.04638100787997246, + 0.039522770792245865, + 0.055074818432331085 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.0057682013139128685 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020631004124879837 + ], + "opposite_logprob_tokens": [ + -3.8956310749053955 + ], + "logprob_reward": -0.020631004124879837, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020631004124879837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24206764996051788, + 0.1475055068731308, + 0.11971651017665863, + 0.09114198386669159, + 0.08122554421424866, + 0.16410307586193085, + 0.026637205854058266, + 0.052796825766563416, + 0.028643719851970673, + 0.0461619570851326 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.020631004124879837 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295981705188751 + ], + "opposite_logprob_tokens": [ + -2.237959861755371 + ], + "logprob_reward": -0.11295981705188751, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295981705188751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3141656219959259, + 0.07793212682008743, + 0.061930254101753235, + 0.05161571130156517, + 0.09238731861114502, + 0.2572914958000183, + 0.050964705646038055, + 0.020607853308320045, + 0.04851635545492172, + 0.02458852156996727 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.11295981705188751 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063457250595093 + ], + "opposite_logprob_tokens": [ + -0.2813457250595093 + ], + "logprob_reward": -1.4063457250595093, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063457250595093, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15292754769325256, + 0.06527896225452423, + 0.03868607059121132, + 0.04573488235473633, + 0.12074008584022522, + 0.45042744278907776, + 0.017362263053655624, + 0.03315826877951622, + 0.02889055199921131, + 0.046793922781944275 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -1.4063457250595093 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2815912365913391 + ], + "opposite_logprob_tokens": [ + -1.4065911769866943 + ], + "logprob_reward": -0.2815912365913391, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2815912365913391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19308920204639435, + 0.0515163317322731, + 0.04599478840827942, + 0.046708278357982635, + 0.12523363530635834, + 0.42130982875823975, + 0.028940962627530098, + 0.02185681276023388, + 0.02469499222934246, + 0.04065512493252754 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.2815912365913391 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "medium shot, held at eye level, begins with a steady, deliberate pan through a quiet, empty interior corridor. The walls are a soft cream color, and the floor, composed of dark, polished hardwood, vaguely reflects the scene. Late afternoon sunlight streams through unseen windows in the distance, casting a bright, sharp-edged rectangle of golden light onto the floor, where dust motes dance in the still air. The camera pauses, capturing a still shot of a white-painted wooden door at the end of the hall, its surface showing a matte finish and subtle signs of age. The door is initially slightly ajar, revealing only a hint of darkness outside. Suddenly, an invisible draft causes the door to swing rapidly inward on its tarnished brass hinges, emitting a faint, high-pitched creak. Then, it begins to swing back and forth, its motion following a gradually decreasing arc, finally coming to rest with a soft, unmistakable click against the doorframe, and the corridor falls into deep silence again.", + "seed": 32886, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_11/index_6102_seed_32886_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.36371087580919265, + "vlm_logprob": -0.36371087580919265, + "vlm_yes_no_margin": 1.874999988079071, + "vlm_token_credit": -0.36371087580919265, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015050075948238373 + ], + "opposite_logprob_tokens": [ + -4.265049934387207 + ], + "logprob_reward": -0.015050075948238373, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015050075948238373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14187096059322357, + 0.11154348403215408, + 0.07818897068500519, + 0.07438959926366806, + 0.07570905238389969, + 0.12096091359853745, + 0.1645965874195099, + 0.07032064348459244, + 0.1055232435464859, + 0.05689654499292374 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.015050075948238373 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07906941324472427 + ], + "opposite_logprob_tokens": [ + -2.5790693759918213 + ], + "logprob_reward": -0.07906941324472427, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07906941324472427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2710387110710144, + 0.2536269426345825, + 0.06561970710754395, + 0.14934347569942474, + 0.049261972308158875, + 0.07510685175657272, + 0.03223991394042969, + 0.028300859034061432, + 0.0471554659307003, + 0.02830621600151062 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.07906941324472427 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207606941461563 + ], + "opposite_logprob_tokens": [ + -2.8120760917663574 + ], + "logprob_reward": -0.06207606941461563, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207606941461563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14573591947555542, + 0.0653415396809578, + 0.07385067641735077, + 0.22594702243804932, + 0.24954554438591003, + 0.13832630217075348, + 0.03488757088780403, + 0.028562046587467194, + 0.011237376369535923, + 0.026565931737422943 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.06207606941461563 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134706020355225 + ], + "opposite_logprob_tokens": [ + -0.31347060203552246 + ], + "logprob_reward": -1.3134706020355225, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134706020355225, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.24624180793762207, + 0.07240752130746841, + 0.08889840543270111, + 0.11449002474546432, + 0.13779251277446747, + 0.13778646290302277, + 0.0481102280318737, + 0.03175652399659157, + 0.08479228615760803, + 0.037724222987890244 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -1.3134706020355225 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a quiet, empty interior corridor with soft cream walls and dark polished hardwood floors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does late afternoon sunlight cast a bright, sharp-edged rectangle of golden light onto the floor with visible dust motes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a white-painted wooden door with a matte finish and signs of age at the end of the hall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the door swing rapidly inward on tarnished brass hinges, emit a high-pitched creak, and then swing back and forth with a decreasing arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the door finally come to rest with a soft click against the doorframe, resulting in deep silence?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34888821840286255 + ], + "opposite_logprob_tokens": [ + -1.2238881587982178 + ], + "logprob_reward": -0.34888821840286255, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.34888821840286255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24005618691444397, + 0.07508713752031326, + 0.0790562853217125, + 0.13451164960861206, + 0.1447877138853073, + 0.09825142472982407, + 0.0494525283575058, + 0.04348739981651306, + 0.07119429856538773, + 0.06411534547805786 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.34888821840286255 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_12/index_tensor([6474, 6474])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_12/index_tensor([6474, 6474])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bcc528d0445c8a5f71bc96039b3743f7fcc15ca0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_12/index_tensor([6474, 6474])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up shot from an eye-level perspective inside a car focuses on the front windshield during a steady downpour at night. Glistening water droplets condense on the glass, distorting the vibrant, out-of-focus city lights into a soft, blurred bokeh of reds, blues, and yellows. A black rubber wiper blade enters the frame from the left, methodically sweeping across the glass in a relentless yet elegant arc. It pushes the water away, creating a brief, crystal-clear path that reveals smudged neon lights before the glass is immediately bathed in fresh raindrops again. The wiper then reverses its course, its rhythmic, hypnotic movement creating a continuous, hypnotic back-and-forth sweep that dominates the scene, establishing an atmosphere of contemplation and tranquility within the dark, intimate confines of the vehicle.", + "seed": 23918, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_12/index_6474_seed_23918_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015762706054374576, + "vlm_logprob": -0.015762706054374576, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.015762706054374576, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03229441121220589 + ], + "opposite_logprob_tokens": [ + -3.657294511795044 + ], + "logprob_reward": -0.03229441121220589, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03229441121220589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08381657302379608, + 0.05444952845573425, + 0.24473635852336884, + 0.07368482649326324, + 0.21285328269004822, + 0.11084824055433273, + 0.08464941382408142, + 0.07096704840660095, + 0.0185798779129982, + 0.04541489854454994 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.03229441121220589 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022238779347389936 + ], + "opposite_logprob_tokens": [ + -6.127223968505859 + ], + "logprob_reward": -0.0022238779347389936, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022238779347389936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24981452524662018, + 0.059099335223436356, + 0.1580672413110733, + 0.07153735309839249, + 0.0968041941523552, + 0.1077549085021019, + 0.07603638619184494, + 0.12572507560253143, + 0.0204651840031147, + 0.03469574451446533 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.0022238779347389936 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607552357017994 + ], + "opposite_logprob_tokens": [ + -4.141075611114502 + ], + "logprob_reward": -0.01607552357017994, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607552357017994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37616127729415894, + 0.05295847728848457, + 0.13047516345977783, + 0.11134090274572372, + 0.13101767003536224, + 0.030021624639630318, + 0.030562058091163635, + 0.09710148721933365, + 0.013351285830140114, + 0.027009962126612663 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.01607552357017994 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058674581348896 + ], + "opposite_logprob_tokens": [ + -3.8955867290496826 + ], + "logprob_reward": -0.02058674581348896, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058674581348896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12877275049686432, + 0.13998685777187347, + 0.09805770963430405, + 0.09874875843524933, + 0.07831662893295288, + 0.1231074184179306, + 0.11829116940498352, + 0.08263961225748062, + 0.06543748080730438, + 0.06664162129163742 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.02058674581348896 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632971741259098 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.007632971741259098, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632971741259098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21044577658176422, + 0.06855779886245728, + 0.0954083725810051, + 0.08186160027980804, + 0.06205003708600998, + 0.1872790902853012, + 0.11225223541259766, + 0.05193512514233589, + 0.02054971270263195, + 0.1096603125333786 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.007632971741259098 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up shot from an eye-level perspective inside a car focuses on the front windshield during a steady downpour at night. Glistening water droplets condense on the glass, distorting the vibrant, out-of-focus city lights into a soft, blurred bokeh of reds, blues, and yellows. A black rubber wiper blade enters the frame from the left, methodically sweeping across the glass in a relentless yet elegant arc. It pushes the water away, creating a brief, crystal-clear path that reveals smudged neon lights before the glass is immediately bathed in fresh raindrops again. The wiper then reverses its course, its rhythmic, hypnotic movement creating a continuous, hypnotic back-and-forth sweep that dominates the scene, establishing an atmosphere of contemplation and tranquility within the dark, intimate confines of the vehicle.", + "seed": 23919, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_12/index_6474_seed_23919_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030035534501075746, + "vlm_logprob": -0.030035534501075746, + "vlm_yes_no_margin": 3.674999952316284, + "vlm_token_credit": -0.030035534501075746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.042143676429986954 + ], + "opposite_logprob_tokens": [ + -3.2921435832977295 + ], + "logprob_reward": -0.042143676429986954, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.042143676429986954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10453882068395615, + 0.0713263601064682, + 0.05695216357707977, + 0.0678676962852478, + 0.06999924033880234, + 0.12388277798891068, + 0.2478218972682953, + 0.1436484009027481, + 0.07067926228046417, + 0.043283335864543915 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.042143676429986954 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008668413385748863 + ], + "opposite_logprob_tokens": [ + -4.758668422698975 + ], + "logprob_reward": -0.008668413385748863, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008668413385748863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10906823724508286, + 0.11064770817756653, + 0.2645934820175171, + 0.06660909205675125, + 0.050876371562480927, + 0.046231918036937714, + 0.06513887643814087, + 0.10731935501098633, + 0.11210081726312637, + 0.06741410493850708 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.008668413385748863 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306568205356598 + ], + "opposite_logprob_tokens": [ + -3.1680657863616943 + ], + "logprob_reward": -0.04306568205356598, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306568205356598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0918576717376709, + 0.11511772125959396, + 0.05945456027984619, + 0.0825672522187233, + 0.18885040283203125, + 0.20430006086826324, + 0.04662767052650452, + 0.026046618819236755, + 0.08180493861436844, + 0.10337311774492264 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.04306568205356598 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810510411858559 + ], + "opposite_logprob_tokens": [ + -3.288105010986328 + ], + "logprob_reward": -0.03810510411858559, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810510411858559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10241296887397766, + 0.056874990463256836, + 0.130108043551445, + 0.12684565782546997, + 0.07553619891405106, + 0.17660462856292725, + 0.06674185395240784, + 0.06654650717973709, + 0.12598972022533417, + 0.07233940064907074 + ], + "top_frames": [ + 5, + 2, + 3 + ], + "selected_reward": -0.03810510411858559 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819479651749134 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.01819479651749134, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01819479651749134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13209062814712524, + 0.06988773494958878, + 0.09407815337181091, + 0.06616117805242538, + 0.06312909722328186, + 0.21132557094097137, + 0.13220472633838654, + 0.06273544579744339, + 0.06667372584342957, + 0.10171371698379517 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.01819479651749134 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up shot from an eye-level perspective inside a car focuses on the front windshield during a steady downpour at night. Glistening water droplets condense on the glass, distorting the vibrant, out-of-focus city lights into a soft, blurred bokeh of reds, blues, and yellows. A black rubber wiper blade enters the frame from the left, methodically sweeping across the glass in a relentless yet elegant arc. It pushes the water away, creating a brief, crystal-clear path that reveals smudged neon lights before the glass is immediately bathed in fresh raindrops again. The wiper then reverses its course, its rhythmic, hypnotic movement creating a continuous, hypnotic back-and-forth sweep that dominates the scene, establishing an atmosphere of contemplation and tranquility within the dark, intimate confines of the vehicle.", + "seed": 23920, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_12/index_6474_seed_23920_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021008003503084183, + "vlm_logprob": -0.021008003503084183, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.021008003503084183, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03161054104566574 + ], + "opposite_logprob_tokens": [ + -3.9066104888916016 + ], + "logprob_reward": -0.03161054104566574, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.03161054104566574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.044374626129865646, + 0.037418585270643234, + 0.0666603147983551, + 0.7157447338104248, + 0.010874967090785503, + 0.0268821120262146, + 0.022883955389261246, + 0.01977447420358658, + 0.014159881509840488, + 0.04122641310095787 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.03161054104566574 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005284151993691921 + ], + "opposite_logprob_tokens": [ + -5.255284309387207 + ], + "logprob_reward": -0.005284151993691921, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005284151993691921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02829274721443653, + 0.020763367414474487, + 0.05641508474946022, + 0.7512770891189575, + 0.014959764666855335, + 0.03707973286509514, + 0.03682750463485718, + 0.012065778486430645, + 0.01176532357931137, + 0.030553650110960007 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.005284151993691921 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291800171136856 + ], + "opposite_logprob_tokens": [ + -3.773291826248169 + ], + "logprob_reward": -0.023291800171136856, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291800171136856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07182035595178604, + 0.09237871319055557, + 0.21204611659049988, + 0.18489277362823486, + 0.04215828701853752, + 0.12468060851097107, + 0.0220811627805233, + 0.028511835262179375, + 0.09232386201620102, + 0.1291062831878662 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.023291800171136856 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811141476035118 + ], + "opposite_logprob_tokens": [ + -3.288111448287964 + ], + "logprob_reward": -0.03811141476035118, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811141476035118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04737652465701103, + 0.02285139448940754, + 0.0761294886469841, + 0.6782740950584412, + 0.028060706332325935, + 0.04791484773159027, + 0.02808905765414238, + 0.01455184631049633, + 0.016937918961048126, + 0.039814144372940063 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.03811141476035118 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742109544575214 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.006742109544575214, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742109544575214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06613226234912872, + 0.029270902276039124, + 0.07965010404586792, + 0.6626414060592651, + 0.014004135504364967, + 0.018413547426462173, + 0.018338853493332863, + 0.0122410012409091, + 0.015138360671699047, + 0.08416938036680222 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.006742109544575214 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up shot from an eye-level perspective inside a car focuses on the front windshield during a steady downpour at night. Glistening water droplets condense on the glass, distorting the vibrant, out-of-focus city lights into a soft, blurred bokeh of reds, blues, and yellows. A black rubber wiper blade enters the frame from the left, methodically sweeping across the glass in a relentless yet elegant arc. It pushes the water away, creating a brief, crystal-clear path that reveals smudged neon lights before the glass is immediately bathed in fresh raindrops again. The wiper then reverses its course, its rhythmic, hypnotic movement creating a continuous, hypnotic back-and-forth sweep that dominates the scene, establishing an atmosphere of contemplation and tranquility within the dark, intimate confines of the vehicle.", + "seed": 23921, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_12/index_6474_seed_23921_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.017394439689815043, + "vlm_logprob": -0.017394439689815043, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.017394439689815043, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04498032107949257 + ], + "opposite_logprob_tokens": [ + -3.16998028755188 + ], + "logprob_reward": -0.04498032107949257, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04498032107949257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3123202919960022, + 0.2067083865404129, + 0.029457001015543938, + 0.09924383461475372, + 0.07746823877096176, + 0.03791145980358124, + 0.07638360559940338, + 0.03406768664717674, + 0.04121062904596329, + 0.08522884547710419 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04498032107949257 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003632971551269293 + ], + "opposite_logprob_tokens": [ + -5.62863302230835 + ], + "logprob_reward": -0.003632971551269293, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003632971551269293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3614513576030731, + 0.058179765939712524, + 0.04892117902636528, + 0.06588488072156906, + 0.03987446054816246, + 0.044298917055130005, + 0.03567185625433922, + 0.037802115082740784, + 0.0517389215528965, + 0.25617659091949463 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.003632971551269293 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538060545921326 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012538060545921326, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538060545921326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12410574406385422, + 0.11420641839504242, + 0.062459658831357956, + 0.1366056501865387, + 0.12444280833005905, + 0.13414205610752106, + 0.020293766632676125, + 0.028949400410056114, + 0.09857574105262756, + 0.15621882677078247 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.012538060545921326 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189411610364914 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189411610364914, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189411610364914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2097633332014084, + 0.12354478240013123, + 0.07232246547937393, + 0.10234089940786362, + 0.06571158766746521, + 0.05608649551868439, + 0.055084384977817535, + 0.07574297487735748, + 0.06881871074438095, + 0.17058439552783966 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.018189411610364914 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up from an eye-level perspective inside a car focusing on the front windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are water droplets visible condensing on the glass and distorting the background into a soft, blurred bokeh of reds, blues, and yellows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a black rubber wiper blade visible entering the frame from the left and sweeping across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the wiper blade perform a rhythmic back-and-forth sweep that creates a crystal-clear path revealing smudged neon lights before being covered by fresh raindrops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set at night with a dark, intimate background featuring out-of-focus city lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631433662027121 + ], + "opposite_logprob_tokens": [ + -4.882631301879883 + ], + "logprob_reward": -0.007631433662027121, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631433662027121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20173975825309753, + 0.05146481841802597, + 0.03269539773464203, + 0.47926849126815796, + 0.033755261451005936, + 0.04956090450286865, + 0.018785247579216957, + 0.03676236793398857, + 0.012665600515902042, + 0.08330212533473969 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.007631433662027121 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_13/index_tensor([9284, 9284])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_13/index_tensor([9284, 9284])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fb3c786aab024a48bd072c140c86dc388e6814f0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_13/index_tensor([9284, 9284])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "strictly symmetrical, mid-range static shot focuses on a woman dressed in ancient costume, kneeling demurely on a cushion before an antique, carved mahogany dressing table. Her hair is styled in an exquisite, classical high bun, adorned with a few soft jade hairpins and a tasseled hairpin. Her face is delicate, her brows lowered, and her expression focused and serene. She wears an elegant, lilac-colored, cross-collared skirt. The silk material gleams delicately in the soft light filtering through the carved wooden windows. The hem and wide cuffs are embroidered with delicate pale gold orchid motifs. Behind her, a wooden screen depicting a delicate landscape painting, along with the dressing table, forms the central axis of the scene. Her slender, pale hands carefully hold an octagonal jewelry box made of red sandalwood with a brass clasp. Her fingertips rest lightly on the edge of the lid, and with a steady and deliberate movement, she slowly lifts it open. As the lid of the box opens, the deep red velvet lining inside is revealed. The entire scene is enveloped by the natural light from the window and the warm yellow glow emitted by a pair of palace lanterns indoors, forming a layered light and shadow, creating a quiet, elegant and private classical atmosphere with a soft ancient luster.", + "seed": 30048, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_13/index_9284_seed_30048_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2540530078113079, + "vlm_logprob": -0.2540530078113079, + "vlm_yes_no_margin": 2.324999952316284, + "vlm_token_credit": -0.2540530078113079, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0577939748764038 + ], + "opposite_logprob_tokens": [ + -0.4327940046787262 + ], + "logprob_reward": -1.0577939748764038, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0577939748764038, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03841054439544678, + 0.03653918579220772, + 0.04836948961019516, + 0.10682594776153564, + 0.06751244515180588, + 0.04251771792769432, + 0.18779286742210388, + 0.19934779405593872, + 0.21019819378852844, + 0.06248584762215614 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -1.0577939748764038 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0621035173535347 + ], + "opposite_logprob_tokens": [ + -2.812103509902954 + ], + "logprob_reward": -0.0621035173535347, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0621035173535347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.079718217253685, + 0.04385106638073921, + 0.055582527071237564, + 0.0585751086473465, + 0.03658270835876465, + 0.024677356705069542, + 0.28999441862106323, + 0.13773426413536072, + 0.2208852916955948, + 0.05239906907081604 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.0621035173535347 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310541972517967 + ], + "opposite_logprob_tokens": [ + -3.168105363845825 + ], + "logprob_reward": -0.04310541972517967, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310541972517967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04031344875693321, + 0.022825488820672035, + 0.02866441011428833, + 0.0858534649014473, + 0.030320052057504654, + 0.02572326734662056, + 0.2073226124048233, + 0.3419378101825714, + 0.19499896466732025, + 0.022040454670786858 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.04310541972517967 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890696719288826 + ], + "opposite_logprob_tokens": [ + -2.4640696048736572 + ], + "logprob_reward": -0.0890696719288826, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890696719288826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0453607477247715, + 0.06268568336963654, + 0.04160241782665253, + 0.07446052134037018, + 0.046951115131378174, + 0.03962215408682823, + 0.3373378813266754, + 0.07547543942928314, + 0.2403668761253357, + 0.03613719344139099 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.0890696719288826 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192455172538757 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192455172538757, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018192455172538757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1162550151348114, + 0.15167324244976044, + 0.06765443086624146, + 0.03184569627046585, + 0.040055058896541595, + 0.0854683667421341, + 0.16996249556541443, + 0.2039700448513031, + 0.07432395964860916, + 0.058791689574718475 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.018192455172538757 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strictly symmetrical, mid-range static shot focuses on a woman dressed in ancient costume, kneeling demurely on a cushion before an antique, carved mahogany dressing table. Her hair is styled in an exquisite, classical high bun, adorned with a few soft jade hairpins and a tasseled hairpin. Her face is delicate, her brows lowered, and her expression focused and serene. She wears an elegant, lilac-colored, cross-collared skirt. The silk material gleams delicately in the soft light filtering through the carved wooden windows. The hem and wide cuffs are embroidered with delicate pale gold orchid motifs. Behind her, a wooden screen depicting a delicate landscape painting, along with the dressing table, forms the central axis of the scene. Her slender, pale hands carefully hold an octagonal jewelry box made of red sandalwood with a brass clasp. Her fingertips rest lightly on the edge of the lid, and with a steady and deliberate movement, she slowly lifts it open. As the lid of the box opens, the deep red velvet lining inside is revealed. The entire scene is enveloped by the natural light from the window and the warm yellow glow emitted by a pair of palace lanterns indoors, forming a layered light and shadow, creating a quiet, elegant and private classical atmosphere with a soft ancient luster.", + "seed": 30049, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_13/index_9284_seed_30049_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.41353079341351984, + "vlm_logprob": -0.41353079341351984, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.41353079341351984, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.9143972396850586 + ], + "opposite_logprob_tokens": [ + -0.1643972396850586 + ], + "logprob_reward": -1.9143972396850586, + "yes_no_margin_reward": -1.75, + "token_credit_reward": -1.9143972396850586, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.19512665271759033, + 0.07835564017295837, + 0.03513510897755623, + 0.05914627015590668, + 0.06861931830644608, + 0.054812949150800705, + 0.06939104944467545, + 0.08886783570051193, + 0.14908979833126068, + 0.20145542919635773 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -1.9143972396850586 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06213006749749184 + ], + "opposite_logprob_tokens": [ + -2.8121299743652344 + ], + "logprob_reward": -0.06213006749749184, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06213006749749184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2465362846851349, + 0.09287823736667633, + 0.04264772683382034, + 0.020020494237542152, + 0.03299955278635025, + 0.026782194152474403, + 0.04370332881808281, + 0.042181577533483505, + 0.17906776070594788, + 0.27318283915519714 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.06213006749749184 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029842521995306015 + ], + "opposite_logprob_tokens": [ + -3.5298426151275635 + ], + "logprob_reward": -0.029842521995306015, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029842521995306015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14669674634933472, + 0.07674911618232727, + 0.05490933358669281, + 0.028671609237790108, + 0.036602932959795, + 0.03608272224664688, + 0.03403493016958237, + 0.0443711020052433, + 0.25574207305908203, + 0.28613945841789246 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.029842521995306015 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308372363448143 + ], + "opposite_logprob_tokens": [ + -3.168083667755127 + ], + "logprob_reward": -0.04308372363448143, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308372363448143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13484004139900208, + 0.05303102359175682, + 0.04533892124891281, + 0.03435331583023071, + 0.04152572154998779, + 0.05431922897696495, + 0.032425981014966965, + 0.05652216821908951, + 0.27187711000442505, + 0.2757664918899536 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.04308372363448143 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820041425526142 + ], + "opposite_logprob_tokens": [ + -4.018200397491455 + ], + "logprob_reward": -0.01820041425526142, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820041425526142, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2337084412574768, + 0.16769444942474365, + 0.07717790454626083, + 0.0729220062494278, + 0.05111808329820633, + 0.06310323625802994, + 0.04157791659235954, + 0.052379995584487915, + 0.07250256091356277, + 0.1678154021501541 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.01820041425526142 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strictly symmetrical, mid-range static shot focuses on a woman dressed in ancient costume, kneeling demurely on a cushion before an antique, carved mahogany dressing table. Her hair is styled in an exquisite, classical high bun, adorned with a few soft jade hairpins and a tasseled hairpin. Her face is delicate, her brows lowered, and her expression focused and serene. She wears an elegant, lilac-colored, cross-collared skirt. The silk material gleams delicately in the soft light filtering through the carved wooden windows. The hem and wide cuffs are embroidered with delicate pale gold orchid motifs. Behind her, a wooden screen depicting a delicate landscape painting, along with the dressing table, forms the central axis of the scene. Her slender, pale hands carefully hold an octagonal jewelry box made of red sandalwood with a brass clasp. Her fingertips rest lightly on the edge of the lid, and with a steady and deliberate movement, she slowly lifts it open. As the lid of the box opens, the deep red velvet lining inside is revealed. The entire scene is enveloped by the natural light from the window and the warm yellow glow emitted by a pair of palace lanterns indoors, forming a layered light and shadow, creating a quiet, elegant and private classical atmosphere with a soft ancient luster.", + "seed": 30050, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_13/index_9284_seed_30050_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.29055555202066896, + "vlm_logprob": -0.29055555202066896, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.29055555202066896, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2273814678192139 + ], + "opposite_logprob_tokens": [ + -0.35238146781921387 + ], + "logprob_reward": -1.2273814678192139, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2273814678192139, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.31699058413505554, + 0.025213485583662987, + 0.015616985969245434, + 0.2439342588186264, + 0.030671672895550728, + 0.027813520282506943, + 0.03800655156373978, + 0.042644768953323364, + 0.1430913358926773, + 0.11601684987545013 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -1.2273814678192139 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04312128946185112 + ], + "opposite_logprob_tokens": [ + -3.168121337890625 + ], + "logprob_reward": -0.04312128946185112, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04312128946185112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5978769659996033, + 0.04688946157693863, + 0.022886507213115692, + 0.029445141553878784, + 0.049236103892326355, + 0.02608819305896759, + 0.027211392298340797, + 0.052678827196359634, + 0.09646481275558472, + 0.05122252181172371 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.04312128946185112 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870462417602539 + ], + "opposite_logprob_tokens": [ + -3.0487046241760254 + ], + "logprob_reward": -0.04870462417602539, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870462417602539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5043856501579285, + 0.05348796397447586, + 0.04570543393492699, + 0.1251395046710968, + 0.02156136929988861, + 0.04213500767946243, + 0.016355877742171288, + 0.029993701726198196, + 0.07646747678518295, + 0.08476805686950684 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.04870462417602539 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297919601202011 + ], + "opposite_logprob_tokens": [ + -2.2379791736602783 + ], + "logprob_reward": -0.11297919601202011, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297919601202011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12912897765636444, + 0.03672560676932335, + 0.027392065152525902, + 0.27999234199523926, + 0.053085681051015854, + 0.04264126718044281, + 0.03441108763217926, + 0.07617713510990143, + 0.10658954828977585, + 0.2138562798500061 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.11297919601202011 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059118263423443 + ], + "opposite_logprob_tokens": [ + -3.8955912590026855 + ], + "logprob_reward": -0.02059118263423443, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059118263423443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5512310862541199, + 0.05490575730800629, + 0.03892286866903305, + 0.13385526835918427, + 0.03337337076663971, + 0.017719276249408722, + 0.01575676165521145, + 0.0229729562997818, + 0.026062242686748505, + 0.10520033538341522 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.02059118263423443 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strictly symmetrical, mid-range static shot focuses on a woman dressed in ancient costume, kneeling demurely on a cushion before an antique, carved mahogany dressing table. Her hair is styled in an exquisite, classical high bun, adorned with a few soft jade hairpins and a tasseled hairpin. Her face is delicate, her brows lowered, and her expression focused and serene. She wears an elegant, lilac-colored, cross-collared skirt. The silk material gleams delicately in the soft light filtering through the carved wooden windows. The hem and wide cuffs are embroidered with delicate pale gold orchid motifs. Behind her, a wooden screen depicting a delicate landscape painting, along with the dressing table, forms the central axis of the scene. Her slender, pale hands carefully hold an octagonal jewelry box made of red sandalwood with a brass clasp. Her fingertips rest lightly on the edge of the lid, and with a steady and deliberate movement, she slowly lifts it open. As the lid of the box opens, the deep red velvet lining inside is revealed. The entire scene is enveloped by the natural light from the window and the warm yellow glow emitted by a pair of palace lanterns indoors, forming a layered light and shadow, creating a quiet, elegant and private classical atmosphere with a soft ancient luster.", + "seed": 30051, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_13/index_9284_seed_30051_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.24326855055987834, + "vlm_logprob": -0.24326855055987834, + "vlm_yes_no_margin": 3.300000011920929, + "vlm_token_credit": -0.24326855055987834, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1427366733551025 + ], + "opposite_logprob_tokens": [ + -0.3927367329597473 + ], + "logprob_reward": -1.1427366733551025, + "yes_no_margin_reward": -0.7499999403953552, + "token_credit_reward": -1.1427366733551025, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20765013992786407, + 0.4268263876438141, + 0.062457937747240067, + 0.035873692482709885, + 0.03777649253606796, + 0.018851356580853462, + 0.02200675755739212, + 0.02764955349266529, + 0.10799261182546616, + 0.0529150627553463 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -1.1427366733551025 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310188069939613 + ], + "opposite_logprob_tokens": [ + -3.1681017875671387 + ], + "logprob_reward": -0.04310188069939613, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310188069939613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16732506453990936, + 0.323172390460968, + 0.18841277062892914, + 0.07762555032968521, + 0.05504172295331955, + 0.034607987850904465, + 0.01982691138982773, + 0.02473912388086319, + 0.04658937454223633, + 0.0626591369509697 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.04310188069939613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009796281345188618 + ], + "opposite_logprob_tokens": [ + -4.634796142578125 + ], + "logprob_reward": -0.009796281345188618, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009796281345188618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15876491367816925, + 0.12402048707008362, + 0.06722686439752579, + 0.05815306678414345, + 0.1698717325925827, + 0.09298701584339142, + 0.08644545823335648, + 0.032892048358917236, + 0.06603831052780151, + 0.14360010623931885 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.009796281345188618 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637320525944233 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637320525944233, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637320525944233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10894294083118439, + 0.14953280985355377, + 0.0916472002863884, + 0.10015573352575302, + 0.07278379052877426, + 0.13833598792552948, + 0.15488052368164062, + 0.03784199431538582, + 0.0667518600821495, + 0.07912717759609222 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.004637320525944233 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot strictly symmetrical and static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman wearing an elegant lilac-colored cross-collared skirt kneeling on a cushion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the woman hold an octagonal red sandalwood jewelry box with a brass clasp?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly lift the lid of the jewelry box to reveal a deep red velvet lining?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by soft natural light from windows and warm yellow glow from palace lanterns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070596873760223 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.016070596873760223, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070596873760223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2489451766014099, + 0.25080838799476624, + 0.11622001975774765, + 0.05090916156768799, + 0.049865011125802994, + 0.047870900481939316, + 0.02993856556713581, + 0.02969866804778576, + 0.11190339922904968, + 0.06384068727493286 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.016070596873760223 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_14/index_tensor([3003, 3003])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_14/index_tensor([3003, 3003])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c060994e40bea46238882b2eafa4e87abf208277 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_14/index_tensor([3003, 3003])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot glides smoothly alongside a female gymnast as she crosses the brightly lit competition arena. The camera remains level with her, highlighting the power and grace of her movements. She is an athlete in peak form, her dark hair pulled back into a severe, polished bun, her face radiating intense focus and artistic passion. Her body is encased in a stunning, deep sapphire blue, long-sleeved, shimmering leotard, densely embroidered with thousands of tiny rainbow-colored crystals. With each subtle muscle contraction, the spotlight overhead shatters into a stream of shimmering light. Her right hand expertly wields a wand adorned with a long, vibrant fuchsia ribbon. She executes a breathtaking, sweeping jet, the ribbon streaking behind her, creating perfect, languid waves against the dark, out-of-focus backdrop of the arena. She lands with silent precision, transitioning seamlessly into a series of rapid spins, her arms moving with deliberate grace, causing the fuchsia ribbon to swirl around her body in mesmerizing spirals. The harsh, brilliant white light from the overhead rig carves her out of the shadows, creating a dramatic interplay of light on shimmering fabrics and smooth flooring, evoking a sublime focus and a breathtaking atmosphere of kinetic art.", + "seed": 12686, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_14/index_3003_seed_12686_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03929872657172382, + "vlm_logprob": -0.03929872657172382, + "vlm_yes_no_margin": 4.2999999761581424, + "vlm_token_credit": -0.03929872657172382, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1575222909450531 + ], + "opposite_logprob_tokens": [ + -2.032522201538086 + ], + "logprob_reward": -0.1575222909450531, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1575222909450531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1422252357006073, + 0.05396163836121559, + 0.023253152146935463, + 0.037207603454589844, + 0.03926800191402435, + 0.14453381299972534, + 0.059601038694381714, + 0.4065662622451782, + 0.05130681395530701, + 0.04207637533545494 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.1575222909450531 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020604027435183525 + ], + "opposite_logprob_tokens": [ + -3.895604133605957 + ], + "logprob_reward": -0.020604027435183525, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020604027435183525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1165531799197197, + 0.20055624842643738, + 0.07006864249706268, + 0.08920016139745712, + 0.16669854521751404, + 0.09118812531232834, + 0.06899058818817139, + 0.07921575009822845, + 0.04271508380770683, + 0.07481370866298676 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.020604027435183525 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100843332707882 + ], + "opposite_logprob_tokens": [ + -5.504100799560547 + ], + "logprob_reward": -0.004100843332707882, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100843332707882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07601253688335419, + 0.06596207618713379, + 0.11937559396028519, + 0.07132704555988312, + 0.3666423261165619, + 0.08135130256414413, + 0.028657937422394753, + 0.12047500163316727, + 0.027081727981567383, + 0.043114498257637024 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.004100843332707882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107556652277708 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.01107556652277708, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107556652277708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12233870476484299, + 0.08262470364570618, + 0.036443211138248444, + 0.049386054277420044, + 0.03923500329256058, + 0.07819895446300507, + 0.05745675414800644, + 0.35491135716438293, + 0.07450029999017715, + 0.10490496456623077 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.01107556652277708 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031909046228975058 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.0031909046228975058, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031909046228975058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08725956082344055, + 0.03840506821870804, + 0.027148056775331497, + 0.04628833755850792, + 0.03203736990690231, + 0.10268495976924896, + 0.03819959983229637, + 0.4304748773574829, + 0.11685115844011307, + 0.08065095543861389 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.0031909046228975058 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot glides smoothly alongside a female gymnast as she crosses the brightly lit competition arena. The camera remains level with her, highlighting the power and grace of her movements. She is an athlete in peak form, her dark hair pulled back into a severe, polished bun, her face radiating intense focus and artistic passion. Her body is encased in a stunning, deep sapphire blue, long-sleeved, shimmering leotard, densely embroidered with thousands of tiny rainbow-colored crystals. With each subtle muscle contraction, the spotlight overhead shatters into a stream of shimmering light. Her right hand expertly wields a wand adorned with a long, vibrant fuchsia ribbon. She executes a breathtaking, sweeping jet, the ribbon streaking behind her, creating perfect, languid waves against the dark, out-of-focus backdrop of the arena. She lands with silent precision, transitioning seamlessly into a series of rapid spins, her arms moving with deliberate grace, causing the fuchsia ribbon to swirl around her body in mesmerizing spirals. The harsh, brilliant white light from the overhead rig carves her out of the shadows, creating a dramatic interplay of light on shimmering fabrics and smooth flooring, evoking a sublime focus and a breathtaking atmosphere of kinetic art.", + "seed": 12687, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_14/index_3003_seed_12687_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.049172402638942, + "vlm_logprob": -0.049172402638942, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.049172402638942, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19122128188610077 + ], + "opposite_logprob_tokens": [ + -1.8162212371826172 + ], + "logprob_reward": -0.19122128188610077, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19122128188610077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1480770856142044, + 0.11282442510128021, + 0.07777311652898788, + 0.04769182205200195, + 0.06302015483379364, + 0.2829320728778839, + 0.061734165996313095, + 0.06441755592823029, + 0.08517087996006012, + 0.05635872483253479 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.19122128188610077 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029833728447556496 + ], + "opposite_logprob_tokens": [ + -3.5298337936401367 + ], + "logprob_reward": -0.029833728447556496, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029833728447556496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23631805181503296, + 0.16170981526374817, + 0.07593634724617004, + 0.05179838463664055, + 0.060841917991638184, + 0.17315524816513062, + 0.0701824501156807, + 0.05635044351220131, + 0.057286445051431656, + 0.056420907378196716 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.029833728447556496 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003622994292527437 + ], + "opposite_logprob_tokens": [ + -5.628623008728027 + ], + "logprob_reward": -0.003622994292527437, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003622994292527437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07470735162496567, + 0.06136401370167732, + 0.24143989384174347, + 0.11859098821878433, + 0.06402554363012314, + 0.20524869859218597, + 0.04046083986759186, + 0.08595716953277588, + 0.055313847959041595, + 0.05289175361394882 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.003622994292527437 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643004111945629 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643004111945629, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643004111945629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07529988884925842, + 0.06492258608341217, + 0.05878143012523651, + 0.040216218680143356, + 0.15199606120586395, + 0.17391736805438995, + 0.16590462625026703, + 0.08248841762542725, + 0.08302050828933716, + 0.10345295816659927 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.008643004111945629 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541004456579685 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012541004456579685, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541004456579685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1941000521183014, + 0.041144199669361115, + 0.05088849738240242, + 0.04134948179125786, + 0.15150479972362518, + 0.04795416072010994, + 0.07326667755842209, + 0.25179657340049744, + 0.08535017818212509, + 0.06264536082744598 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.012541004456579685 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot glides smoothly alongside a female gymnast as she crosses the brightly lit competition arena. The camera remains level with her, highlighting the power and grace of her movements. She is an athlete in peak form, her dark hair pulled back into a severe, polished bun, her face radiating intense focus and artistic passion. Her body is encased in a stunning, deep sapphire blue, long-sleeved, shimmering leotard, densely embroidered with thousands of tiny rainbow-colored crystals. With each subtle muscle contraction, the spotlight overhead shatters into a stream of shimmering light. Her right hand expertly wields a wand adorned with a long, vibrant fuchsia ribbon. She executes a breathtaking, sweeping jet, the ribbon streaking behind her, creating perfect, languid waves against the dark, out-of-focus backdrop of the arena. She lands with silent precision, transitioning seamlessly into a series of rapid spins, her arms moving with deliberate grace, causing the fuchsia ribbon to swirl around her body in mesmerizing spirals. The harsh, brilliant white light from the overhead rig carves her out of the shadows, creating a dramatic interplay of light on shimmering fabrics and smooth flooring, evoking a sublime focus and a breathtaking atmosphere of kinetic art.", + "seed": 12688, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_14/index_3003_seed_12688_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05584256183356047, + "vlm_logprob": -0.05584256183356047, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.05584256183356047, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19492845237255096 + ], + "opposite_logprob_tokens": [ + -1.9449284076690674 + ], + "logprob_reward": -0.19492845237255096, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.19492845237255096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15586000680923462, + 0.07165828347206116, + 0.03752080351114273, + 0.07268831133842468, + 0.051946207880973816, + 0.074636310338974, + 0.02578706108033657, + 0.1138966977596283, + 0.07448001205921173, + 0.32152625918388367 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.19492845237255096 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813539817929268 + ], + "opposite_logprob_tokens": [ + -3.288135290145874 + ], + "logprob_reward": -0.03813539817929268, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813539817929268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09307152777910233, + 0.14486151933670044, + 0.11618912220001221, + 0.2139890044927597, + 0.0193889569491148, + 0.027419058606028557, + 0.07589536905288696, + 0.01998153142631054, + 0.1265789121389389, + 0.16262497007846832 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.03813539817929268 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008653640747070312 + ], + "opposite_logprob_tokens": [ + -4.75865364074707 + ], + "logprob_reward": -0.008653640747070312, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008653640747070312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050699587911367416, + 0.04566153138875961, + 0.06141834333539009, + 0.07818514853715897, + 0.04568008705973625, + 0.02652067132294178, + 0.034942418336868286, + 0.040640782564878464, + 0.2199247032403946, + 0.3963266909122467 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.008653640747070312 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202351681888103 + ], + "opposite_logprob_tokens": [ + -4.264202117919922 + ], + "logprob_reward": -0.014202351681888103, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202351681888103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07672040164470673, + 0.0554591566324234, + 0.047048188745975494, + 0.042837854474782944, + 0.053473468869924545, + 0.05555208772420883, + 0.054295528680086136, + 0.054162539541721344, + 0.06810668855905533, + 0.4923441708087921 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.014202351681888103 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292966187000275 + ], + "opposite_logprob_tokens": [ + -3.7732930183410645 + ], + "logprob_reward": -0.023292966187000275, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292966187000275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16230879724025726, + 0.034195687621831894, + 0.03710306063294411, + 0.24930836260318756, + 0.08364333212375641, + 0.034089621156454086, + 0.24204502999782562, + 0.01797633245587349, + 0.05117187649011612, + 0.08815789222717285 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.023292966187000275 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle tracking shot glides smoothly alongside a female gymnast as she crosses the brightly lit competition arena. The camera remains level with her, highlighting the power and grace of her movements. She is an athlete in peak form, her dark hair pulled back into a severe, polished bun, her face radiating intense focus and artistic passion. Her body is encased in a stunning, deep sapphire blue, long-sleeved, shimmering leotard, densely embroidered with thousands of tiny rainbow-colored crystals. With each subtle muscle contraction, the spotlight overhead shatters into a stream of shimmering light. Her right hand expertly wields a wand adorned with a long, vibrant fuchsia ribbon. She executes a breathtaking, sweeping jet, the ribbon streaking behind her, creating perfect, languid waves against the dark, out-of-focus backdrop of the arena. She lands with silent precision, transitioning seamlessly into a series of rapid spins, her arms moving with deliberate grace, causing the fuchsia ribbon to swirl around her body in mesmerizing spirals. The harsh, brilliant white light from the overhead rig carves her out of the shadows, creating a dramatic interplay of light on shimmering fabrics and smooth flooring, evoking a sublime focus and a breathtaking atmosphere of kinetic art.", + "seed": 12689, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_14/index_3003_seed_12689_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11096925251185893, + "vlm_logprob": -0.11096925251185893, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.11096925251185893, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4881330728530884 + ], + "opposite_logprob_tokens": [ + -0.9881330728530884 + ], + "logprob_reward": -0.4881330728530884, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4881330728530884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03597243130207062, + 0.015732795000076294, + 0.5698255896568298, + 0.02199077047407627, + 0.038645025342702866, + 0.2390929013490677, + 0.013426655903458595, + 0.02883296273648739, + 0.021729402244091034, + 0.014751451089978218 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.4881330728530884 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023320218548178673 + ], + "opposite_logprob_tokens": [ + -3.773320198059082 + ], + "logprob_reward": -0.023320218548178673, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023320218548178673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03184765949845314, + 0.05078667029738426, + 0.5379568934440613, + 0.08503949642181396, + 0.041159678250551224, + 0.07636713236570358, + 0.04324626922607422, + 0.06055370345711708, + 0.05230485647916794, + 0.02073759213089943 + ], + "top_frames": [ + 2, + 3, + 5 + ], + "selected_reward": -0.023320218548178673 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956161767244339 + ], + "opposite_logprob_tokens": [ + -5.130956172943115 + ], + "logprob_reward": -0.005956161767244339, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956161767244339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02060328610241413, + 0.011781686916947365, + 0.6680107712745667, + 0.036943040788173676, + 0.08222407102584839, + 0.06681440025568008, + 0.017332157120108604, + 0.06329387426376343, + 0.010905437171459198, + 0.022091293707489967 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.005956161767244339 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080164462327957 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080164462327957, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080164462327957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01900039240717888, + 0.02218366228044033, + 0.43969133496284485, + 0.05157335102558136, + 0.06757208704948425, + 0.285907506942749, + 0.01972660981118679, + 0.052573926746845245, + 0.027254244312644005, + 0.014516851864755154 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.011080164462327957 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle tracking alongside the gymnast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the gymnast wearing a deep sapphire blue long-sleeved leotard with rainbow-colored crystals?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the gymnast holding a wand with a long vibrant fuchsia ribbon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the gymnast execute a sweeping jet followed by rapid spins while the ribbon swirls around her body?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background dark and out-of-focus while the gymnast is illuminated by harsh brilliant white overhead lights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026356644928455353 + ], + "opposite_logprob_tokens": [ + -3.6513566970825195 + ], + "logprob_reward": -0.026356644928455353, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026356644928455353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.019128786399960518, + 0.013778087683022022, + 0.5192192196846008, + 0.07038944959640503, + 0.06098203361034393, + 0.27617526054382324, + 0.010479618795216084, + 0.010738859884440899, + 0.014312008395791054, + 0.004796620924025774 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.026356644928455353 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_15/index_tensor([2485, 2485])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_15/index_tensor([2485, 2485])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e3969ed5645d875301e7067359251ecefc17c2a2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_15/index_tensor([2485, 2485])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot with the stark clarity of photographic realism, this macro close-up captures the scene of a large Tokay monitor lizard clinging to a dense, mossy branch in the humid jungle. The camera remains static for a moment, allowing the viewer to absorb the intricate details of its textured blue-gray skin, speckled with bright, raised orange spots. Its powerful legs strain, its body coiled in a wait of patient anticipation. Then, a slow, sweeping pan begins, steadily tracking the iguana's intense, unblinking gaze to reveal its target: an unsuspecting moth perched on a nearby waxy leaf, its wings motionless. Without warning, this candid, unposed shot captures a sudden, explosive pounce; the lizard catapults out with breathtaking speed, a blur of reptilian muscle, its jaws agape. The entire scene of predation is rendered with visceral realism, capturing the raw, instantaneous violence of nature as it closes in on itself in a fraction of a second. The scene is illuminated by dappled sunlight filtering through a dense canopy of trees, creating a high-contrast, naturalistic atmosphere that emphasizes the unposed, documentary-style feel of the moment.", + "seed": 725, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_15/index_2485_seed_725_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.061854316294193266, + "vlm_logprob": -0.061854316294193266, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.061854316294193266, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06267806887626648 + ], + "opposite_logprob_tokens": [ + -2.812678098678589 + ], + "logprob_reward": -0.06267806887626648, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06267806887626648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11058931797742844, + 0.02531447634100914, + 0.016386358067393303, + 0.020207451656460762, + 0.01672269217669964, + 0.01448488887399435, + 0.02240568958222866, + 0.021083243191242218, + 0.47796326875686646, + 0.2748427093029022 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.06267806887626648 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048689864575862885 + ], + "opposite_logprob_tokens": [ + -3.048689842224121 + ], + "logprob_reward": -0.048689864575862885, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048689864575862885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12264575809240341, + 0.04160533845424652, + 0.03383859992027283, + 0.017518267035484314, + 0.030024657025933266, + 0.012390951626002789, + 0.022476302459836006, + 0.035964325070381165, + 0.2683109939098358, + 0.41522476077079773 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.048689864575862885 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906803280115128 + ], + "opposite_logprob_tokens": [ + -2.4640679359436035 + ], + "logprob_reward": -0.08906803280115128, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906803280115128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07515355944633484, + 0.030603930354118347, + 0.034677550196647644, + 0.030629592016339302, + 0.04830813407897949, + 0.02998896688222885, + 0.02462453953921795, + 0.053134169429540634, + 0.32740578055381775, + 0.3454737365245819 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.08906803280115128 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900431752204895 + ], + "opposite_logprob_tokens": [ + -2.5790042877197266 + ], + "logprob_reward": -0.07900431752204895, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900431752204895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09055639058351517, + 0.030349504202604294, + 0.01644592359662056, + 0.021001070737838745, + 0.026639267802238464, + 0.01512643601745367, + 0.01638622209429741, + 0.015842478722333908, + 0.3667059540748596, + 0.4009467363357544 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.07900431752204895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983129769563675 + ], + "opposite_logprob_tokens": [ + -3.5298314094543457 + ], + "logprob_reward": -0.02983129769563675, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983129769563675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1853891909122467, + 0.03483210876584053, + 0.027413250878453255, + 0.01617370918393135, + 0.011777359060943127, + 0.015662366524338722, + 0.023618457838892937, + 0.032904427498579025, + 0.4520876705646515, + 0.20014142990112305 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.02983129769563675 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot with the stark clarity of photographic realism, this macro close-up captures the scene of a large Tokay monitor lizard clinging to a dense, mossy branch in the humid jungle. The camera remains static for a moment, allowing the viewer to absorb the intricate details of its textured blue-gray skin, speckled with bright, raised orange spots. Its powerful legs strain, its body coiled in a wait of patient anticipation. Then, a slow, sweeping pan begins, steadily tracking the iguana's intense, unblinking gaze to reveal its target: an unsuspecting moth perched on a nearby waxy leaf, its wings motionless. Without warning, this candid, unposed shot captures a sudden, explosive pounce; the lizard catapults out with breathtaking speed, a blur of reptilian muscle, its jaws agape. The entire scene of predation is rendered with visceral realism, capturing the raw, instantaneous violence of nature as it closes in on itself in a fraction of a second. The scene is illuminated by dappled sunlight filtering through a dense canopy of trees, creating a high-contrast, naturalistic atmosphere that emphasizes the unposed, documentary-style feel of the moment.", + "seed": 726, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_15/index_2485_seed_726_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.20033532660454512, + "vlm_logprob": -0.20033532660454512, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.20033532660454512, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04904303699731827 + ], + "opposite_logprob_tokens": [ + -3.0490429401397705 + ], + "logprob_reward": -0.04904303699731827, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04904303699731827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08492937684059143, + 0.04626047611236572, + 0.04943302273750305, + 0.10226240009069443, + 0.04531257227063179, + 0.0390312559902668, + 0.027892520651221275, + 0.03184368833899498, + 0.5409972667694092, + 0.032037489116191864 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.04904303699731827 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023307407274842262 + ], + "opposite_logprob_tokens": [ + -3.7733073234558105 + ], + "logprob_reward": -0.023307407274842262, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023307407274842262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056453194469213486, + 0.0352766290307045, + 0.020375140011310577, + 0.10857875645160675, + 0.051455214619636536, + 0.21202972531318665, + 0.0548979789018631, + 0.052308425307273865, + 0.3462456464767456, + 0.062379274517297745 + ], + "top_frames": [ + 8, + 5, + 3 + ], + "selected_reward": -0.023307407274842262 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.160392165184021 + ], + "opposite_logprob_tokens": [ + -1.910392165184021 + ], + "logprob_reward": -0.160392165184021, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.160392165184021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05045495554804802, + 0.012764638289809227, + 0.007780764251947403, + 0.024371739476919174, + 0.11730876564979553, + 0.11075621098279953, + 0.027271641418337822, + 0.016788825392723083, + 0.5974721312522888, + 0.03503037616610527 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.160392165184021 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578425407409668 + ], + "opposite_logprob_tokens": [ + -0.6328425407409668 + ], + "logprob_reward": -0.7578425407409668, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578425407409668, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.02627396397292614, + 0.037180494517087936, + 0.021988632157444954, + 0.10067597031593323, + 0.050705403089523315, + 0.5978204607963562, + 0.021430451422929764, + 0.025228220969438553, + 0.07700543850660324, + 0.041690945625305176 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.7578425407409668 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091482825577259 + ], + "opposite_logprob_tokens": [ + -4.511091709136963 + ], + "logprob_reward": -0.011091482825577259, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091482825577259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04690258577466011, + 0.010109789669513702, + 0.009739641100168228, + 0.07062835246324539, + 0.030402859672904015, + 0.14487095177173615, + 0.012640055269002914, + 0.04358084872364998, + 0.4876959025859833, + 0.14342893660068512 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.011091482825577259 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "Shot with the stark clarity of photographic realism, this macro close-up captures the scene of a large Tokay monitor lizard clinging to a dense, mossy branch in the humid jungle. The camera remains static for a moment, allowing the viewer to absorb the intricate details of its textured blue-gray skin, speckled with bright, raised orange spots. Its powerful legs strain, its body coiled in a wait of patient anticipation. Then, a slow, sweeping pan begins, steadily tracking the iguana's intense, unblinking gaze to reveal its target: an unsuspecting moth perched on a nearby waxy leaf, its wings motionless. Without warning, this candid, unposed shot captures a sudden, explosive pounce; the lizard catapults out with breathtaking speed, a blur of reptilian muscle, its jaws agape. The entire scene of predation is rendered with visceral realism, capturing the raw, instantaneous violence of nature as it closes in on itself in a fraction of a second. The scene is illuminated by dappled sunlight filtering through a dense canopy of trees, creating a high-contrast, naturalistic atmosphere that emphasizes the unposed, documentary-style feel of the moment.", + "seed": 727, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_15/index_2485_seed_727_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18500454500317573, + "vlm_logprob": -0.18500454500317573, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.18500454500317573, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06259028613567352 + ], + "opposite_logprob_tokens": [ + -2.8125903606414795 + ], + "logprob_reward": -0.06259028613567352, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06259028613567352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07625195384025574, + 0.09203030914068222, + 0.07024487107992172, + 0.036913126707077026, + 0.08078785240650177, + 0.07171478122472763, + 0.09602806717157364, + 0.3538731336593628, + 0.08876127004623413, + 0.03339468315243721 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.06259028613567352 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308338597416878 + ], + "opposite_logprob_tokens": [ + -3.773308277130127 + ], + "logprob_reward": -0.023308338597416878, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308338597416878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0803210586309433, + 0.2790586054325104, + 0.10283201932907104, + 0.04341622442007065, + 0.06023088097572327, + 0.04260016605257988, + 0.021784508600831032, + 0.24911640584468842, + 0.09740448743104935, + 0.023235667496919632 + ], + "top_frames": [ + 1, + 7, + 2 + ], + "selected_reward": -0.023308338597416878 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17992301285266876 + ], + "opposite_logprob_tokens": [ + -1.8049230575561523 + ], + "logprob_reward": -0.17992301285266876, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17992301285266876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05495137348771095, + 0.04107889533042908, + 0.022917933762073517, + 0.03974093869328499, + 0.08292185515165329, + 0.02847631648182869, + 0.015211019665002823, + 0.30232471227645874, + 0.3716893792152405, + 0.04068751633167267 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.17992301285266876 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328197121620178 + ], + "opposite_logprob_tokens": [ + -0.7578197121620178 + ], + "logprob_reward": -0.6328197121620178, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328197121620178, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06084955483675003, + 0.034184206277132034, + 0.0397481769323349, + 0.05801456421613693, + 0.06947290897369385, + 0.02688431367278099, + 0.01647184044122696, + 0.5617658495903015, + 0.09468752145767212, + 0.037921056151390076 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.6328197121620178 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026381375268101692 + ], + "opposite_logprob_tokens": [ + -3.651381492614746 + ], + "logprob_reward": -0.026381375268101692, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026381375268101692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0702747255563736, + 0.18839164078235626, + 0.07989992946386337, + 0.02832871675491333, + 0.03909659385681152, + 0.03988340124487877, + 0.010132372379302979, + 0.14644208550453186, + 0.3569454252719879, + 0.040605124086141586 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.026381375268101692 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot with the stark clarity of photographic realism, this macro close-up captures the scene of a large Tokay monitor lizard clinging to a dense, mossy branch in the humid jungle. The camera remains static for a moment, allowing the viewer to absorb the intricate details of its textured blue-gray skin, speckled with bright, raised orange spots. Its powerful legs strain, its body coiled in a wait of patient anticipation. Then, a slow, sweeping pan begins, steadily tracking the iguana's intense, unblinking gaze to reveal its target: an unsuspecting moth perched on a nearby waxy leaf, its wings motionless. Without warning, this candid, unposed shot captures a sudden, explosive pounce; the lizard catapults out with breathtaking speed, a blur of reptilian muscle, its jaws agape. The entire scene of predation is rendered with visceral realism, capturing the raw, instantaneous violence of nature as it closes in on itself in a fraction of a second. The scene is illuminated by dappled sunlight filtering through a dense canopy of trees, creating a high-contrast, naturalistic atmosphere that emphasizes the unposed, documentary-style feel of the moment.", + "seed": 728, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_15/index_2485_seed_728_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19496516995131968, + "vlm_logprob": -0.19496516995131968, + "vlm_yes_no_margin": 2.6499999523162843, + "vlm_token_credit": -0.19496516995131968, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04344458878040314 + ], + "opposite_logprob_tokens": [ + -3.1684446334838867 + ], + "logprob_reward": -0.04344458878040314, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04344458878040314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12516532838344574, + 0.04971816763281822, + 0.028641806915402412, + 0.05440418794751167, + 0.09352435916662216, + 0.03758827969431877, + 0.04292965307831764, + 0.2026299238204956, + 0.17225784063339233, + 0.19314046204090118 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.04344458878040314 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018197722733020782 + ], + "opposite_logprob_tokens": [ + -4.018197536468506 + ], + "logprob_reward": -0.018197722733020782, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018197722733020782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12849237024784088, + 0.08518218249082565, + 0.05415868014097214, + 0.04712027683854103, + 0.08648982644081116, + 0.03373320400714874, + 0.06742077320814133, + 0.05084516108036041, + 0.10420923680067062, + 0.3423483073711395 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.018197722733020782 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282794296741486 + ], + "opposite_logprob_tokens": [ + -2.0178279876708984 + ], + "logprob_reward": -0.14282794296741486, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282794296741486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19237367808818817, + 0.05093742534518242, + 0.051045652478933334, + 0.047845590859651566, + 0.2417103499174118, + 0.03003724478185177, + 0.11706550419330597, + 0.08632591366767883, + 0.08598391711711884, + 0.09667474776506424 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.14282794296741486 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578055262565613 + ], + "opposite_logprob_tokens": [ + -0.6328055262565613 + ], + "logprob_reward": -0.7578055262565613, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578055262565613, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18890193104743958, + 0.0407879576086998, + 0.03266197443008423, + 0.041066911071538925, + 0.18464508652687073, + 0.058004193007946014, + 0.048123400658369064, + 0.08287528157234192, + 0.15719793736934662, + 0.1657353639602661 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.7578055262565613 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a large Tokay monitor lizard with blue-gray skin and bright orange spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lizard initially shown clinging to a dense, mossy branch in a humid jungle environment?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show a slow, sweeping pan revealing a moth perched on a nearby waxy leaf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the lizard perform a sudden, explosive pounce with its jaws agape to catch the moth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by dappled sunlight filtering through a dense canopy of trees?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550069019198418 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012550069019198418, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550069019198418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13783268630504608, + 0.0719919428229332, + 0.034340858459472656, + 0.02470717392861843, + 0.15252070128917694, + 0.014792956411838531, + 0.036750372499227524, + 0.05896551162004471, + 0.05721614882349968, + 0.4108816087245941 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.012550069019198418 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_2/index_tensor([4697, 4697])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_2/index_tensor([4697, 4697])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2ee76a1c5e122596f79569ef4968eed8cb27fb78 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_2/index_tensor([4697, 4697])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tightly composed, close-up, static shot, shot from a slightly upward angle, focuses on the weathered, wrinkled face of an elderly assassin. He wears a dark, rough linen robe, its collar and cuffs frayed and frayed. A tightly braided, graying braid falls from his head to his shoulders. His calloused and scarred hands steady a short knife. The blade, forged through countless hammers, gleams with a cold, deadly metallic gleam in the dim yellow light streaming in from a high window just outside the frame. Within this beam, countless tiny dust particles drift and swirl, adding a sense of movement to the dark stone chamber. Most strikingly, the perfectly polished blade reflects not his now aged features, but the image of a dashing young man with a rebellious gaze. From the sunken eye sockets of the aged assassin, a pair of cloudy yet still piercing eyes gaze back at his past self, their expression solemn and complex, as if engaged in a silent gaze spanning time and space. The painting's primary tones are dark brown and gray, with the light precisely outlining the contours of his face and the sharp edge of the blade, creating a strong contrast between light and dark, creating a sense of quiet nostalgia, the weight of time, and a lingering sense of desolation, embodying the quaint and profound sense of historical vicissitudes to the extreme.", + "seed": 10377, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_2/index_4697_seed_10377_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.026430445117875935, + "vlm_logprob": -0.026430445117875935, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.026430445117875935, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002871915465220809 + ], + "opposite_logprob_tokens": [ + -6.002871990203857 + ], + "logprob_reward": -0.002871915465220809, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002871915465220809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27506694197654724, + 0.11762983351945877, + 0.11085988581180573, + 0.17927198112010956, + 0.13617119193077087, + 0.07844659686088562, + 0.022375881671905518, + 0.015424592420458794, + 0.04139193519949913, + 0.02336116135120392 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.002871915465220809 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868520796298981 + ], + "opposite_logprob_tokens": [ + -3.048685312271118 + ], + "logprob_reward": -0.04868520796298981, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868520796298981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41223499178886414, + 0.1005808413028717, + 0.09596098214387894, + 0.09761420637369156, + 0.06647881865501404, + 0.05007026717066765, + 0.08956434577703476, + 0.029551716521382332, + 0.03747260197997093, + 0.020471278578042984 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04868520796298981 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008636267855763435 + ], + "opposite_logprob_tokens": [ + -4.758636474609375 + ], + "logprob_reward": -0.008636267855763435, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008636267855763435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28084826469421387, + 0.09209005534648895, + 0.07870139926671982, + 0.051630519330501556, + 0.11197397112846375, + 0.20420028269290924, + 0.0709933266043663, + 0.04164375364780426, + 0.02193332090973854, + 0.045985061675310135 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.008636267855763435 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023295992985367775 + ], + "opposite_logprob_tokens": [ + -3.7732958793640137 + ], + "logprob_reward": -0.023295992985367775, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023295992985367775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13939180970191956, + 0.20941199362277985, + 0.09391190111637115, + 0.20561771094799042, + 0.05855545774102211, + 0.0805438756942749, + 0.04257936775684357, + 0.06255656480789185, + 0.038871314376592636, + 0.06856001913547516 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.023295992985367775 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866284132003784 + ], + "opposite_logprob_tokens": [ + -3.0486629009246826 + ], + "logprob_reward": -0.04866284132003784, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866284132003784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3961823284626007, + 0.14021047949790955, + 0.08601486682891846, + 0.04339972883462906, + 0.0541987307369709, + 0.1137271448969841, + 0.08912462741136551, + 0.026504039764404297, + 0.0240035243332386, + 0.026634477078914642 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.04866284132003784 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tightly composed, close-up, static shot, shot from a slightly upward angle, focuses on the weathered, wrinkled face of an elderly assassin. He wears a dark, rough linen robe, its collar and cuffs frayed and frayed. A tightly braided, graying braid falls from his head to his shoulders. His calloused and scarred hands steady a short knife. The blade, forged through countless hammers, gleams with a cold, deadly metallic gleam in the dim yellow light streaming in from a high window just outside the frame. Within this beam, countless tiny dust particles drift and swirl, adding a sense of movement to the dark stone chamber. Most strikingly, the perfectly polished blade reflects not his now aged features, but the image of a dashing young man with a rebellious gaze. From the sunken eye sockets of the aged assassin, a pair of cloudy yet still piercing eyes gaze back at his past self, their expression solemn and complex, as if engaged in a silent gaze spanning time and space. The painting's primary tones are dark brown and gray, with the light precisely outlining the contours of his face and the sharp edge of the blade, creating a strong contrast between light and dark, creating a sense of quiet nostalgia, the weight of time, and a lingering sense of desolation, embodying the quaint and profound sense of historical vicissitudes to the extreme.", + "seed": 10378, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_2/index_4697_seed_10378_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03494963347911835, + "vlm_logprob": -0.03494963347911835, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.03494963347911835, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005808972287923098 + ], + "opposite_logprob_tokens": [ + -5.5058088302612305 + ], + "logprob_reward": -0.005808972287923098, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.005808972287923098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24734683334827423, + 0.08331470191478729, + 0.09863219410181046, + 0.034019358456134796, + 0.02916746400296688, + 0.038959525525569916, + 0.05492880567908287, + 0.1272619068622589, + 0.12200102210044861, + 0.16436821222305298 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.005808972287923098 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309365898370743 + ], + "opposite_logprob_tokens": [ + -3.168093681335449 + ], + "logprob_reward": -0.04309365898370743, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309365898370743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16009466350078583, + 0.07993447035551071, + 0.09895004332065582, + 0.05770313739776611, + 0.029326103627681732, + 0.05261131003499031, + 0.08810406178236008, + 0.14045603573322296, + 0.23166610300540924, + 0.061154115945100784 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.04309365898370743 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629777304828167 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007629777304828167, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629777304828167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25303134322166443, + 0.1532384753227234, + 0.08716569095849991, + 0.03708326816558838, + 0.04155149310827255, + 0.03219549357891083, + 0.0722379982471466, + 0.13435634970664978, + 0.10821253806352615, + 0.08092732727527618 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.007629777304828167 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254980642348528 + ], + "opposite_logprob_tokens": [ + -5.255254745483398 + ], + "logprob_reward": -0.005254980642348528, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254980642348528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2226181924343109, + 0.2157968282699585, + 0.1183614507317543, + 0.07738668471574783, + 0.04606076702475548, + 0.04553298279643059, + 0.03589870408177376, + 0.07753072679042816, + 0.09108167886734009, + 0.06973201036453247 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.005254980642348528 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296077817678452 + ], + "opposite_logprob_tokens": [ + -2.2379608154296875 + ], + "logprob_reward": -0.11296077817678452, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296077817678452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2252093106508255, + 0.07233163714408875, + 0.10206518322229385, + 0.06516962498426437, + 0.03270265832543373, + 0.02590118907392025, + 0.10201603174209595, + 0.09283851087093353, + 0.13589483499526978, + 0.14587101340293884 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.11296077817678452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tightly composed, close-up, static shot, shot from a slightly upward angle, focuses on the weathered, wrinkled face of an elderly assassin. He wears a dark, rough linen robe, its collar and cuffs frayed and frayed. A tightly braided, graying braid falls from his head to his shoulders. His calloused and scarred hands steady a short knife. The blade, forged through countless hammers, gleams with a cold, deadly metallic gleam in the dim yellow light streaming in from a high window just outside the frame. Within this beam, countless tiny dust particles drift and swirl, adding a sense of movement to the dark stone chamber. Most strikingly, the perfectly polished blade reflects not his now aged features, but the image of a dashing young man with a rebellious gaze. From the sunken eye sockets of the aged assassin, a pair of cloudy yet still piercing eyes gaze back at his past self, their expression solemn and complex, as if engaged in a silent gaze spanning time and space. The painting's primary tones are dark brown and gray, with the light precisely outlining the contours of his face and the sharp edge of the blade, creating a strong contrast between light and dark, creating a sense of quiet nostalgia, the weight of time, and a lingering sense of desolation, embodying the quaint and profound sense of historical vicissitudes to the extreme.", + "seed": 10379, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_2/index_4697_seed_10379_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.030465769628062845, + "vlm_logprob": -0.030465769628062845, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.030465769628062845, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036670600529760122 + ], + "opposite_logprob_tokens": [ + -6.003666877746582 + ], + "logprob_reward": -0.0036670600529760122, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0036670600529760122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7963657975196838, + 0.03931590914726257, + 0.013986699283123016, + 0.022538797929883003, + 0.01985868439078331, + 0.025800421833992004, + 0.016532504931092262, + 0.018913738429546356, + 0.030812958255410194, + 0.01587451435625553 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0036670600529760122 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308623820543289 + ], + "opposite_logprob_tokens": [ + -3.168086290359497 + ], + "logprob_reward": -0.04308623820543289, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308623820543289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6072004437446594, + 0.07827309519052505, + 0.06326556205749512, + 0.04316265881061554, + 0.029902834445238113, + 0.029304226860404015, + 0.028157075867056847, + 0.0803399384021759, + 0.022885490208864212, + 0.01750868931412697 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.04308623820543289 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006732518319040537 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.006732518319040537, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006732518319040537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39414557814598083, + 0.15411561727523804, + 0.08147481828927994, + 0.05384409800171852, + 0.062201403081417084, + 0.06232491880655289, + 0.04367152601480484, + 0.04179026558995247, + 0.05448790267109871, + 0.05194387584924698 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.006732518319040537 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784595109522343 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784595109522343, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784595109522343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25966915488243103, + 0.19865666329860687, + 0.23413024842739105, + 0.10103446990251541, + 0.039572574198246, + 0.06531675159931183, + 0.012503189966082573, + 0.02386481501162052, + 0.0391286164522171, + 0.026123495772480965 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.009784595109522343 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905843645334244 + ], + "opposite_logprob_tokens": [ + -2.4640583992004395 + ], + "logprob_reward": -0.08905843645334244, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905843645334244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6931500434875488, + 0.05364806577563286, + 0.03393780440092087, + 0.03631455823779106, + 0.017605677247047424, + 0.03997742012143135, + 0.02621382102370262, + 0.039416778832674026, + 0.02254057675600052, + 0.037195224314928055 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.08905843645334244 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tightly composed, close-up, static shot, shot from a slightly upward angle, focuses on the weathered, wrinkled face of an elderly assassin. He wears a dark, rough linen robe, its collar and cuffs frayed and frayed. A tightly braided, graying braid falls from his head to his shoulders. His calloused and scarred hands steady a short knife. The blade, forged through countless hammers, gleams with a cold, deadly metallic gleam in the dim yellow light streaming in from a high window just outside the frame. Within this beam, countless tiny dust particles drift and swirl, adding a sense of movement to the dark stone chamber. Most strikingly, the perfectly polished blade reflects not his now aged features, but the image of a dashing young man with a rebellious gaze. From the sunken eye sockets of the aged assassin, a pair of cloudy yet still piercing eyes gaze back at his past self, their expression solemn and complex, as if engaged in a silent gaze spanning time and space. The painting's primary tones are dark brown and gray, with the light precisely outlining the contours of his face and the sharp edge of the blade, creating a strong contrast between light and dark, creating a sense of quiet nostalgia, the weight of time, and a lingering sense of desolation, embodying the quaint and profound sense of historical vicissitudes to the extreme.", + "seed": 10380, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_2/index_4697_seed_10380_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.218294214643538, + "vlm_logprob": -0.218294214643538, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.218294214643538, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.827747106552124 + ], + "opposite_logprob_tokens": [ + -0.577747106552124 + ], + "logprob_reward": -0.827747106552124, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.827747106552124, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4281746745109558, + 0.06477902829647064, + 0.2365652471780777, + 0.06964632123708725, + 0.05204885080456734, + 0.04993276670575142, + 0.025911910459399223, + 0.025765888392925262, + 0.02630518190562725, + 0.020870152860879898 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.827747106552124 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1130063459277153 + ], + "opposite_logprob_tokens": [ + -2.238006353378296 + ], + "logprob_reward": -0.1130063459277153, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1130063459277153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23221419751644135, + 0.09896274656057358, + 0.10426917672157288, + 0.11184534430503845, + 0.13471072912216187, + 0.08455673605203629, + 0.04096253961324692, + 0.07727989554405212, + 0.08026693761348724, + 0.034931693226099014 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.1130063459277153 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080872267484665 + ], + "opposite_logprob_tokens": [ + -4.511080741882324 + ], + "logprob_reward": -0.011080872267484665, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080872267484665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28332337737083435, + 0.06214585155248642, + 0.14598901569843292, + 0.06500674784183502, + 0.2667885422706604, + 0.05075657740235329, + 0.020458539947867393, + 0.027178127318620682, + 0.0407574288547039, + 0.037595782428979874 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.011080872267484665 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012548067606985569 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.012548067606985569, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012548067606985569, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21085593104362488, + 0.1537337750196457, + 0.11644142866134644, + 0.0793907642364502, + 0.06695860624313354, + 0.1945316046476364, + 0.021480334922671318, + 0.04804416000843048, + 0.05665215104818344, + 0.051911208778619766 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.012548067606985569 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed close-up focusing on the face of an elderly man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly upward and is the shot static?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark, rough linen robe with frayed collar and cuffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by dim yellow light from a high window with visible dust particles swirling in the beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the polished blade reflect the image of a dashing young man with a rebellious gaze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708868086338043 + ], + "opposite_logprob_tokens": [ + -2.127088785171509 + ], + "logprob_reward": -0.12708868086338043, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708868086338043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2219669669866562, + 0.08747010678052902, + 0.18794606626033783, + 0.1148405596613884, + 0.07945041358470917, + 0.06345994770526886, + 0.04895870387554169, + 0.08076606690883636, + 0.06110465154051781, + 0.05403653904795647 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.12708868086338043 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_3/index_tensor([2943, 2943])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_3/index_tensor([2943, 2943])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0b8da5536ea231679c1c628f3f2914758ad005a8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_3/index_tensor([2943, 2943])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tight, medium shot captures three male speed skaters as they aggressively bank into a sharp turn on a brightly lit, realistic ice rink, tracking smoothly from behind. Their bodies, angled in near-perfect, powerful unison, remain almost parallel to the gleaming white ice, which displays the faint, graceful lines of their first few laps. Each skater wears an aerodynamic, sleek helmet and reflective goggles that distort the intense, cool overhead lights of the stadium. Their skin-tight racing suits, stretched over taut muscles, are a unique, vibrant color: one skater wears black with bold white lettering, another wears dark blue with sharp red lettering, and the third wears vibrant orange with bright yellow lettering. With their arms extended for crucial balance, their gloved hands hover mere inches above the ice, while their long-bladed skates decisively carve clean arcs across the pristine surface. The backdrop is defined by the rink’s padded barrier, along which bright digital displays clearly display the letters “USA,” otherwise unreadable text, and the unique numbers 243, 51, and 097, creating a high-contrast competitive atmosphere imbued with the focused effort and controlled speed of elite athletic performance.", + "seed": 3550, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_3/index_2943_seed_3550_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.020664514671079815, + "vlm_logprob": -0.020664514671079815, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.020664514671079815, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01428356021642685 + ], + "opposite_logprob_tokens": [ + -4.514283657073975 + ], + "logprob_reward": -0.01428356021642685, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01428356021642685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13328324258327484, + 0.058232229202985764, + 0.037568703293800354, + 0.06933262199163437, + 0.3780103623867035, + 0.06918873637914658, + 0.06016543135046959, + 0.08312702178955078, + 0.043929923325777054, + 0.0671616941690445 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.01428356021642685 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495711788535118 + ], + "opposite_logprob_tokens": [ + -2.929957151412964 + ], + "logprob_reward": -0.05495711788535118, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495711788535118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07230731844902039, + 0.07997797429561615, + 0.05231119319796562, + 0.06598549336194992, + 0.3179261088371277, + 0.05566968768835068, + 0.04833611473441124, + 0.0476224347949028, + 0.06283736228942871, + 0.19702628254890442 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.05495711788535118 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017147850012406707 + ], + "opposite_logprob_tokens": [ + -6.376714706420898 + ], + "logprob_reward": -0.0017147850012406707, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017147850012406707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11859448254108429, + 0.12603859603405, + 0.04363192617893219, + 0.08912180364131927, + 0.29480746388435364, + 0.08317460864782333, + 0.03670820966362953, + 0.09962216019630432, + 0.05340099707245827, + 0.054899800568819046 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.0017147850012406707 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182387575507164 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.018182387575507164, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018182387575507164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12514720857143402, + 0.11177371442317963, + 0.08343179523944855, + 0.1851559579372406, + 0.10608818382024765, + 0.060013867914676666, + 0.05647015944123268, + 0.04026099666953087, + 0.13405361771583557, + 0.09760446846485138 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.018182387575507164 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014184722676873207 + ], + "opposite_logprob_tokens": [ + -4.264184951782227 + ], + "logprob_reward": -0.014184722676873207, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014184722676873207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07900820672512054, + 0.08033217489719391, + 0.04603051021695137, + 0.09889372438192368, + 0.25212445855140686, + 0.05560721457004547, + 0.09623464196920395, + 0.07190480828285217, + 0.10079842060804367, + 0.11906582117080688 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.014184722676873207 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, medium shot captures three male speed skaters as they aggressively bank into a sharp turn on a brightly lit, realistic ice rink, tracking smoothly from behind. Their bodies, angled in near-perfect, powerful unison, remain almost parallel to the gleaming white ice, which displays the faint, graceful lines of their first few laps. Each skater wears an aerodynamic, sleek helmet and reflective goggles that distort the intense, cool overhead lights of the stadium. Their skin-tight racing suits, stretched over taut muscles, are a unique, vibrant color: one skater wears black with bold white lettering, another wears dark blue with sharp red lettering, and the third wears vibrant orange with bright yellow lettering. With their arms extended for crucial balance, their gloved hands hover mere inches above the ice, while their long-bladed skates decisively carve clean arcs across the pristine surface. The backdrop is defined by the rink’s padded barrier, along which bright digital displays clearly display the letters “USA,” otherwise unreadable text, and the unique numbers 243, 51, and 097, creating a high-contrast competitive atmosphere imbued with the focused effort and controlled speed of elite athletic performance.", + "seed": 3551, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_3/index_2943_seed_3551_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.026070407242514193, + "vlm_logprob": -0.026070407242514193, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.026070407242514193, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03230341523885727 + ], + "opposite_logprob_tokens": [ + -3.5323033332824707 + ], + "logprob_reward": -0.03230341523885727, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03230341523885727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13516241312026978, + 0.0900690034031868, + 0.10202232748270035, + 0.08117049187421799, + 0.06382054835557938, + 0.12586115300655365, + 0.10493523627519608, + 0.0733216255903244, + 0.18143747746944427, + 0.0421997606754303 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.03230341523885727 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048655346035957336 + ], + "opposite_logprob_tokens": [ + -3.0486552715301514 + ], + "logprob_reward": -0.048655346035957336, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048655346035957336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13847914338111877, + 0.054807450622320175, + 0.05576859042048454, + 0.04434015974402428, + 0.1236463189125061, + 0.19779852032661438, + 0.06611749529838562, + 0.07634890079498291, + 0.15072040259838104, + 0.09197303652763367 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.048655346035957336 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015143604250624776 + ], + "opposite_logprob_tokens": [ + -6.501514434814453 + ], + "logprob_reward": -0.0015143604250624776, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015143604250624776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14137637615203857, + 0.228974387049675, + 0.15600775182247162, + 0.1511732041835785, + 0.05604925379157066, + 0.024877693504095078, + 0.06567949056625366, + 0.043812721967697144, + 0.10270901024341583, + 0.029340114444494247 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.0015143604250624776 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369360417127609 + ], + "opposite_logprob_tokens": [ + -3.408693552017212 + ], + "logprob_reward": -0.03369360417127609, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369360417127609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20068983733654022, + 0.10172801464796066, + 0.05051759257912636, + 0.06702058017253876, + 0.05373509228229523, + 0.257443904876709, + 0.06555493921041489, + 0.06022991985082626, + 0.0942303016781807, + 0.04884984716773033 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.03369360417127609 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418531034141779 + ], + "opposite_logprob_tokens": [ + -4.264185428619385 + ], + "logprob_reward": -0.01418531034141779, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418531034141779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0961030125617981, + 0.11948012560606003, + 0.12296619266271591, + 0.06002277135848999, + 0.09030671417713165, + 0.16764438152313232, + 0.06849702447652817, + 0.10755650699138641, + 0.1277436465024948, + 0.03967960551381111 + ], + "top_frames": [ + 5, + 8, + 2 + ], + "selected_reward": -0.01418531034141779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, medium shot captures three male speed skaters as they aggressively bank into a sharp turn on a brightly lit, realistic ice rink, tracking smoothly from behind. Their bodies, angled in near-perfect, powerful unison, remain almost parallel to the gleaming white ice, which displays the faint, graceful lines of their first few laps. Each skater wears an aerodynamic, sleek helmet and reflective goggles that distort the intense, cool overhead lights of the stadium. Their skin-tight racing suits, stretched over taut muscles, are a unique, vibrant color: one skater wears black with bold white lettering, another wears dark blue with sharp red lettering, and the third wears vibrant orange with bright yellow lettering. With their arms extended for crucial balance, their gloved hands hover mere inches above the ice, while their long-bladed skates decisively carve clean arcs across the pristine surface. The backdrop is defined by the rink’s padded barrier, along which bright digital displays clearly display the letters “USA,” otherwise unreadable text, and the unique numbers 243, 51, and 097, creating a high-contrast competitive atmosphere imbued with the focused effort and controlled speed of elite athletic performance.", + "seed": 3552, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_3/index_2943_seed_3552_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.025932963471859694, + "vlm_logprob": -0.025932963471859694, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.025932963471859694, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0356723815202713 + ], + "opposite_logprob_tokens": [ + -3.410672426223755 + ], + "logprob_reward": -0.0356723815202713, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0356723815202713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1428513079881668, + 0.07111690938472748, + 0.05906396359205246, + 0.05508871003985405, + 0.3041253983974457, + 0.07711541652679443, + 0.17177799344062805, + 0.03297853469848633, + 0.04552100598812103, + 0.040360718965530396 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.0356723815202713 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810785710811615 + ], + "opposite_logprob_tokens": [ + -3.2881078720092773 + ], + "logprob_reward": -0.03810785710811615, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810785710811615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20181936025619507, + 0.13059046864509583, + 0.1669754683971405, + 0.11230969429016113, + 0.1472768485546112, + 0.052040208131074905, + 0.06393942981958389, + 0.03107653185725212, + 0.026019299402832985, + 0.0679526999592781 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.03810785710811615 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001715261023491621 + ], + "opposite_logprob_tokens": [ + -6.376715183258057 + ], + "logprob_reward": -0.001715261023491621, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001715261023491621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16022378206253052, + 0.11213690787553787, + 0.09001988917589188, + 0.08281395584344864, + 0.28480321168899536, + 0.028315525501966476, + 0.08421768248081207, + 0.0427485890686512, + 0.038765937089920044, + 0.07595448940992355 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.001715261023491621 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038107167929410934 + ], + "opposite_logprob_tokens": [ + -3.28810715675354 + ], + "logprob_reward": -0.038107167929410934, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038107167929410934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21629777550697327, + 0.1006116271018982, + 0.13251487910747528, + 0.09033259004354477, + 0.16367031633853912, + 0.07182769477367401, + 0.0493454672396183, + 0.04484867677092552, + 0.0452498234808445, + 0.08530113846063614 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.038107167929410934 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606214977800846 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.01606214977800846, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606214977800846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23512795567512512, + 0.10056913644075394, + 0.12019474059343338, + 0.08946092426776886, + 0.10962226986885071, + 0.055349502712488174, + 0.07620475441217422, + 0.05740245059132576, + 0.05877135321497917, + 0.09729690104722977 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.01606214977800846 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, medium shot captures three male speed skaters as they aggressively bank into a sharp turn on a brightly lit, realistic ice rink, tracking smoothly from behind. Their bodies, angled in near-perfect, powerful unison, remain almost parallel to the gleaming white ice, which displays the faint, graceful lines of their first few laps. Each skater wears an aerodynamic, sleek helmet and reflective goggles that distort the intense, cool overhead lights of the stadium. Their skin-tight racing suits, stretched over taut muscles, are a unique, vibrant color: one skater wears black with bold white lettering, another wears dark blue with sharp red lettering, and the third wears vibrant orange with bright yellow lettering. With their arms extended for crucial balance, their gloved hands hover mere inches above the ice, while their long-bladed skates decisively carve clean arcs across the pristine surface. The backdrop is defined by the rink’s padded barrier, along which bright digital displays clearly display the letters “USA,” otherwise unreadable text, and the unique numbers 243, 51, and 097, creating a high-contrast competitive atmosphere imbued with the focused effort and controlled speed of elite athletic performance.", + "seed": 3553, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_3/index_2943_seed_3553_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02416029362939298, + "vlm_logprob": -0.02416029362939298, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.02416029362939298, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02858564630150795 + ], + "opposite_logprob_tokens": [ + -3.65358567237854 + ], + "logprob_reward": -0.02858564630150795, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02858564630150795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34711015224456787, + 0.036981549113988876, + 0.29611942172050476, + 0.065545953810215, + 0.04634546488523483, + 0.03605803847312927, + 0.032827120274305344, + 0.02665707841515541, + 0.040540069341659546, + 0.07181521505117416 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.02858564630150795 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495914816856384 + ], + "opposite_logprob_tokens": [ + -2.9299590587615967 + ], + "logprob_reward": -0.05495914816856384, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495914816856384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.274465948343277, + 0.05649826303124428, + 0.4015043079853058, + 0.030724791809916496, + 0.04847399890422821, + 0.024963226169347763, + 0.0368475504219532, + 0.02874370478093624, + 0.05703173950314522, + 0.04074658080935478 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.05495914816856384 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002489208010956645 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.002489208010956645, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002489208010956645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4707753360271454, + 0.05369986593723297, + 0.20565912127494812, + 0.031636785715818405, + 0.01944071613252163, + 0.020600013434886932, + 0.04045836627483368, + 0.03293083608150482, + 0.04703383892774582, + 0.0777650773525238 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.002489208010956645 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198120683431625 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198120683431625, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198120683431625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26633745431900024, + 0.05210898444056511, + 0.19139915704727173, + 0.044398315250873566, + 0.07092685997486115, + 0.07976290583610535, + 0.1119566261768341, + 0.07603872567415237, + 0.041060589253902435, + 0.06601039320230484 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.014198120683431625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are three male speed skaters visible in the video?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot a tight medium shot tracking smoothly from behind the skaters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the skaters wear skin-tight racing suits with distinct colors (black/white, dark blue/red, and orange/yellow)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a brightly lit realistic ice rink with padded barriers displaying 'USA' and the numbers 243, 51, and 097?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the skaters' bodies angled in near-perfect unison, almost parallel to the ice, with arms extended for balance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020569344982504845 + ], + "opposite_logprob_tokens": [ + -3.895569324493408 + ], + "logprob_reward": -0.020569344982504845, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020569344982504845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28101688623428345, + 0.07283327728509903, + 0.24999327957630157, + 0.04184385761618614, + 0.047948453575372696, + 0.030628511682152748, + 0.03185058385133743, + 0.04838531091809273, + 0.08389211446046829, + 0.11160767823457718 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.020569344982504845 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_4/index_tensor([3590, 3590])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_4/index_tensor([3590, 3590])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..17294ef00b4b6d48f0980eea68a7900758c6341c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_4/index_tensor([3590, 3590])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle shot begins, the camera rapidly and steadily tilting upward, following the unfolding of impossible events. A massive stadium tower, its massive frame a complex grid of industrial-grade steel beams, suddenly tilts and lifts off its concrete foundation. Atop it, a dense array of large, circular floodlights blazes with an overwhelmingly powerful, warm yellow glow, piercing the darkness like a captive sun. With the force and spectacle of a rocket launch, the tower soars straight up, blazing exhaust fumes and thick white smoke billowing from its base, instantly scorching the manicured grass of the empty field below. As it reaches its height, it pierces the inky, starless sky, its unwavering light creating a solid pillar of golden light. The entire scene is bathed in this high-contrast glow, casting long, dynamic shadows across the vast, silent stadium seating, creating a surreal atmosphere of stupefying awe and immense, inexplicable power.", + "seed": 33456, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_4/index_3590_seed_33456_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09012282602488994, + "vlm_logprob": -0.09012282602488994, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.09012282602488994, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01910066418349743 + ], + "opposite_logprob_tokens": [ + -4.019100666046143 + ], + "logprob_reward": -0.01910066418349743, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01910066418349743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06900789588689804, + 0.05894187465310097, + 0.07423709332942963, + 0.040700316429138184, + 0.04485248029232025, + 0.06301277130842209, + 0.3783257007598877, + 0.15005439519882202, + 0.0656532421708107, + 0.05521426349878311 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.01910066418349743 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205131113529205 + ], + "opposite_logprob_tokens": [ + -2.812051296234131 + ], + "logprob_reward": -0.06205131113529205, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205131113529205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10226099193096161, + 0.034426793456077576, + 0.015350612811744213, + 0.032719630748033524, + 0.07324177026748657, + 0.060659151524305344, + 0.4862217903137207, + 0.15129126608371735, + 0.02309584803879261, + 0.020732184872031212 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.06205131113529205 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.348586767911911 + ], + "opposite_logprob_tokens": [ + -1.2235867977142334 + ], + "logprob_reward": -0.348586767911911, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.348586767911911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03974969685077667, + 0.018319321796298027, + 0.04491381347179413, + 0.11124666035175323, + 0.5771771669387817, + 0.023627938702702522, + 0.12109094858169556, + 0.019694801419973373, + 0.012313528917729855, + 0.03186618536710739 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.348586767911911 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009797343984246254 + ], + "opposite_logprob_tokens": [ + -4.6347975730896 + ], + "logprob_reward": -0.009797343984246254, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009797343984246254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07711273431777954, + 0.027954792603850365, + 0.040192361921072006, + 0.14475524425506592, + 0.2862612009048462, + 0.05042611435055733, + 0.20945119857788086, + 0.07994037866592407, + 0.016428230330348015, + 0.06747772544622421 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.009797343984246254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078042909502983 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.011078042909502983, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078042909502983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10719804465770721, + 0.07146041840314865, + 0.08598258346319199, + 0.06693913042545319, + 0.2247595340013504, + 0.055072903633117676, + 0.21874713897705078, + 0.08307964354753494, + 0.03312100097537041, + 0.05363960191607475 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.011078042909502983 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle shot begins, the camera rapidly and steadily tilting upward, following the unfolding of impossible events. A massive stadium tower, its massive frame a complex grid of industrial-grade steel beams, suddenly tilts and lifts off its concrete foundation. Atop it, a dense array of large, circular floodlights blazes with an overwhelmingly powerful, warm yellow glow, piercing the darkness like a captive sun. With the force and spectacle of a rocket launch, the tower soars straight up, blazing exhaust fumes and thick white smoke billowing from its base, instantly scorching the manicured grass of the empty field below. As it reaches its height, it pierces the inky, starless sky, its unwavering light creating a solid pillar of golden light. The entire scene is bathed in this high-contrast glow, casting long, dynamic shadows across the vast, silent stadium seating, creating a surreal atmosphere of stupefying awe and immense, inexplicable power.", + "seed": 33457, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_4/index_3590_seed_33457_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.020874709449708463, + "vlm_logprob": -0.020874709449708463, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.020874709449708463, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013868868350982666 + ], + "opposite_logprob_tokens": [ + -4.388868808746338 + ], + "logprob_reward": -0.013868868350982666, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013868868350982666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18898221850395203, + 0.07279445976018906, + 0.11537209898233414, + 0.06816165894269943, + 0.07278766483068466, + 0.12896357476711273, + 0.03639824688434601, + 0.13414226472377777, + 0.07750523090362549, + 0.10489261895418167 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.013868868350982666 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020599940791726112 + ], + "opposite_logprob_tokens": [ + -3.895599842071533 + ], + "logprob_reward": -0.020599940791726112, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020599940791726112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07199720293283463, + 0.03707941621541977, + 0.036323387175798416, + 0.07661830633878708, + 0.060210105031728745, + 0.07000616937875748, + 0.05491195246577263, + 0.17899863421916962, + 0.0893181636929512, + 0.32453665137290955 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.020599940791726112 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306145757436752 + ], + "opposite_logprob_tokens": [ + -3.1680614948272705 + ], + "logprob_reward": -0.04306145757436752, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306145757436752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046548422425985336, + 0.02278641052544117, + 0.017802976071834564, + 0.018532393500208855, + 0.036699894815683365, + 0.026950733736157417, + 0.02133193612098694, + 0.04488265514373779, + 0.0729057639837265, + 0.6915588974952698 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.04306145757436752 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865293201059103 + ], + "opposite_logprob_tokens": [ + -4.758653163909912 + ], + "logprob_reward": -0.00865293201059103, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865293201059103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2781123220920563, + 0.03353597968816757, + 0.035035714507102966, + 0.02760181948542595, + 0.06512787938117981, + 0.04056273400783539, + 0.08799519389867783, + 0.17153367400169373, + 0.05855376273393631, + 0.2019408941268921 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.00865293201059103 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018190348520874977 + ], + "opposite_logprob_tokens": [ + -4.018190383911133 + ], + "logprob_reward": -0.018190348520874977, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018190348520874977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27237093448638916, + 0.06559442728757858, + 0.12256233394145966, + 0.06438195705413818, + 0.10476048290729523, + 0.06378234177827835, + 0.03502272441983223, + 0.03899731859564781, + 0.01833885721862316, + 0.21418863534927368 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.018190348520874977 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle shot begins, the camera rapidly and steadily tilting upward, following the unfolding of impossible events. A massive stadium tower, its massive frame a complex grid of industrial-grade steel beams, suddenly tilts and lifts off its concrete foundation. Atop it, a dense array of large, circular floodlights blazes with an overwhelmingly powerful, warm yellow glow, piercing the darkness like a captive sun. With the force and spectacle of a rocket launch, the tower soars straight up, blazing exhaust fumes and thick white smoke billowing from its base, instantly scorching the manicured grass of the empty field below. As it reaches its height, it pierces the inky, starless sky, its unwavering light creating a solid pillar of golden light. The entire scene is bathed in this high-contrast glow, casting long, dynamic shadows across the vast, silent stadium seating, creating a surreal atmosphere of stupefying awe and immense, inexplicable power.", + "seed": 33458, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_4/index_3590_seed_33458_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02925830674357712, + "vlm_logprob": -0.02925830674357712, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.02925830674357712, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01082040648907423 + ], + "opposite_logprob_tokens": [ + -4.635820388793945 + ], + "logprob_reward": -0.01082040648907423, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.01082040648907423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1173376813530922, + 0.11624416708946228, + 0.04743991419672966, + 0.10618042945861816, + 0.060146600008010864, + 0.05230870470404625, + 0.09352125972509384, + 0.3487759828567505, + 0.03143762797117233, + 0.02660764567553997 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.01082040648907423 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004215568304062 + ], + "opposite_logprob_tokens": [ + -2.695042133331299 + ], + "logprob_reward": -0.07004215568304062, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004215568304062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07881315797567368, + 0.08370103687047958, + 0.027693677693605423, + 0.07290372997522354, + 0.03949099779129028, + 0.06818820536136627, + 0.06769347190856934, + 0.36595332622528076, + 0.06749323755502701, + 0.1280691772699356 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.07004215568304062 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054972801357507706 + ], + "opposite_logprob_tokens": [ + -2.9299728870391846 + ], + "logprob_reward": -0.054972801357507706, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054972801357507706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.222527876496315, + 0.1740291714668274, + 0.04541712626814842, + 0.17511676251888275, + 0.13638253509998322, + 0.07653095573186874, + 0.039300862699747086, + 0.03390919417142868, + 0.029343241825699806, + 0.06744229048490524 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.054972801357507706 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002827339107170701 + ], + "opposite_logprob_tokens": [ + -5.877827167510986 + ], + "logprob_reward": -0.002827339107170701, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002827339107170701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0694536492228508, + 0.08402183651924133, + 0.05516251549124718, + 0.06875947117805481, + 0.042163122445344925, + 0.1061430498957634, + 0.04873264208436012, + 0.42441877722740173, + 0.04286838322877884, + 0.058276545256376266 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.002827339107170701 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15883398056030273, + 0.09822290390729904, + 0.059659332036972046, + 0.04558221995830536, + 0.14860360324382782, + 0.08694002032279968, + 0.12618857622146606, + 0.0828251913189888, + 0.0872110053896904, + 0.10593312978744507 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.007628831081092358 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle shot begins, the camera rapidly and steadily tilting upward, following the unfolding of impossible events. A massive stadium tower, its massive frame a complex grid of industrial-grade steel beams, suddenly tilts and lifts off its concrete foundation. Atop it, a dense array of large, circular floodlights blazes with an overwhelmingly powerful, warm yellow glow, piercing the darkness like a captive sun. With the force and spectacle of a rocket launch, the tower soars straight up, blazing exhaust fumes and thick white smoke billowing from its base, instantly scorching the manicured grass of the empty field below. As it reaches its height, it pierces the inky, starless sky, its unwavering light creating a solid pillar of golden light. The entire scene is bathed in this high-contrast glow, casting long, dynamic shadows across the vast, silent stadium seating, creating a surreal atmosphere of stupefying awe and immense, inexplicable power.", + "seed": 33459, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_4/index_3590_seed_33459_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08533676285296679, + "vlm_logprob": -0.08533676285296679, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.08533676285296679, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06369242817163467 + ], + "opposite_logprob_tokens": [ + -2.813692331314087 + ], + "logprob_reward": -0.06369242817163467, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06369242817163467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1151270642876625, + 0.13658465445041656, + 0.05049882456660271, + 0.07607054710388184, + 0.08470438420772552, + 0.3047112226486206, + 0.03581967577338219, + 0.09857480227947235, + 0.07065041363239288, + 0.027258392423391342 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.06369242817163467 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982296794652939 + ], + "opposite_logprob_tokens": [ + -3.529823064804077 + ], + "logprob_reward": -0.02982296794652939, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982296794652939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09993816167116165, + 0.07122231274843216, + 0.0832083597779274, + 0.06950344145298004, + 0.105519138276577, + 0.11258511990308762, + 0.1469990611076355, + 0.08509941399097443, + 0.15152078866958618, + 0.07440420240163803 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.02982296794652939 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31343594193458557 + ], + "opposite_logprob_tokens": [ + -1.3134359121322632 + ], + "logprob_reward": -0.31343594193458557, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31343594193458557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2308201938867569, + 0.16556401550769806, + 0.05416782200336456, + 0.03056674636900425, + 0.06282563507556915, + 0.1228322684764862, + 0.06516647338867188, + 0.1230698972940445, + 0.08441580086946487, + 0.06057114899158478 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.31343594193458557 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01109207235276699 + ], + "opposite_logprob_tokens": [ + -4.511092185974121 + ], + "logprob_reward": -0.01109207235276699, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01109207235276699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38351884484291077, + 0.06310153752565384, + 0.05425316095352173, + 0.034375324845314026, + 0.0763111487030983, + 0.1806815266609192, + 0.05970285087823868, + 0.04236858710646629, + 0.047625597566366196, + 0.058061420917510986 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.01109207235276699 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle shot of a massive stadium tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera rapidly and steadily tilt upward to follow the tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the tower lift off its concrete foundation and soar straight up like a rocket launch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are large circular floodlights on the tower emitting a powerful warm yellow glow with visible exhaust fumes and white smoke?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene characterized by high-contrast lighting with long dynamic shadows across empty stadium seating?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640403859317303 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640403859317303, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640403859317303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09731843322515488, + 0.05635731667280197, + 0.06848011165857315, + 0.06811179965734482, + 0.03289728984236717, + 0.39325204491615295, + 0.11739035695791245, + 0.04154244065284729, + 0.0542176328599453, + 0.07043261080980301 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.008640403859317303 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_5/index_tensor([9035, 9035])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_5/index_tensor([9035, 9035])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a1f23d2c9d32ff5e24b9f6c9610357fcf2d9a868 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_5/index_tensor([9035, 9035])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This is a high-angle, extreme close-up shot, the camera held perfectly still, focused intently on a white tissue resting on a smooth, matte black surface. The towel is thoroughly soaked, its mushy fiber texture rendered in sharp detail, appearing translucent and clinging to the dark plane beneath. A faint, dark halo of seeping water subtly smears the surface around the towel's edge. Illuminated by a single, harsh light source emanating from the side, the towel begins to move with an unsettling autonomy. One corner intermittently lifts and trembles in the air for a tense moment before snapping back, while another corner hesitantly collapses inward in a movement that feels both erratic and unnatural. The entire form seems to contract and expand in a minute, unsteady rhythm, folding not in a single, fluid motion but through a series of anxious, restless twitches, as if feared by an unseen, nervous hand. The color palette is a cold, dramatic, monochrome palette of wet white, shimmering gray, and deep black, creating an atmosphere of palpable quiet tension and an eerie mystery.", + "seed": 21633, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_5/index_9035_seed_21633_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.038120096735656264, + "vlm_logprob": -0.038120096735656264, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.038120096735656264, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016143325716257095 + ], + "opposite_logprob_tokens": [ + -4.266143321990967 + ], + "logprob_reward": -0.016143325716257095, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.016143325716257095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24277636408805847, + 0.0879235491156578, + 0.049983736127614975, + 0.06460805982351303, + 0.03458045795559883, + 0.0499105341732502, + 0.35522234439849854, + 0.037968315184116364, + 0.04608667269349098, + 0.030939945951104164 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.016143325716257095 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812851384282112 + ], + "opposite_logprob_tokens": [ + -3.288128614425659 + ], + "logprob_reward": -0.03812851384282112, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812851384282112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32099005579948425, + 0.08389967679977417, + 0.10062839835882187, + 0.24471822381019592, + 0.05380190536379814, + 0.06380467861890793, + 0.037687741219997406, + 0.03046552650630474, + 0.03128412738442421, + 0.03271961584687233 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.03812851384282112 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014221626333892345 + ], + "opposite_logprob_tokens": [ + -4.264221668243408 + ], + "logprob_reward": -0.014221626333892345, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014221626333892345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13762691617012024, + 0.09726937860250473, + 0.0630287304520607, + 0.07892001420259476, + 0.025428328663110733, + 0.10209145396947861, + 0.3888814449310303, + 0.06034810096025467, + 0.02720962092280388, + 0.019195979461073875 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.014221626333892345 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902546226978302 + ], + "opposite_logprob_tokens": [ + -2.5790255069732666 + ], + "logprob_reward": -0.07902546226978302, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902546226978302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0370216965675354, + 0.02343711443245411, + 0.03766458481550217, + 0.1187993586063385, + 0.12430228292942047, + 0.1725669950246811, + 0.2800751328468323, + 0.0890260711312294, + 0.06995174288749695, + 0.04715503752231598 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.07902546226978302 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043081555515527725 + ], + "opposite_logprob_tokens": [ + -3.168081521987915 + ], + "logprob_reward": -0.043081555515527725, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043081555515527725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10009220987558365, + 0.17940691113471985, + 0.03316463157534599, + 0.07481073588132858, + 0.08209020644426346, + 0.19961294531822205, + 0.1398930549621582, + 0.13071487843990326, + 0.029105940833687782, + 0.031108465045690536 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.043081555515527725 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This is a high-angle, extreme close-up shot, the camera held perfectly still, focused intently on a white tissue resting on a smooth, matte black surface. The towel is thoroughly soaked, its mushy fiber texture rendered in sharp detail, appearing translucent and clinging to the dark plane beneath. A faint, dark halo of seeping water subtly smears the surface around the towel's edge. Illuminated by a single, harsh light source emanating from the side, the towel begins to move with an unsettling autonomy. One corner intermittently lifts and trembles in the air for a tense moment before snapping back, while another corner hesitantly collapses inward in a movement that feels both erratic and unnatural. The entire form seems to contract and expand in a minute, unsteady rhythm, folding not in a single, fluid motion but through a series of anxious, restless twitches, as if feared by an unseen, nervous hand. The color palette is a cold, dramatic, monochrome palette of wet white, shimmering gray, and deep black, creating an atmosphere of palpable quiet tension and an eerie mystery.", + "seed": 21634, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_5/index_9035_seed_21634_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05375265199691057, + "vlm_logprob": -0.05375265199691057, + "vlm_yes_no_margin": 3.399999976158142, + "vlm_token_credit": -0.05375265199691057, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025775469839572906 + ], + "opposite_logprob_tokens": [ + -3.77577543258667 + ], + "logprob_reward": -0.025775469839572906, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025775469839572906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3339334726333618, + 0.09607041627168655, + 0.045492060482501984, + 0.0266781747341156, + 0.01864541321992874, + 0.044348638504743576, + 0.11808094382286072, + 0.19276930391788483, + 0.07172681391239166, + 0.05225484445691109 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.025775469839572906 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006756437011063099 + ], + "opposite_logprob_tokens": [ + -5.00675630569458 + ], + "logprob_reward": -0.006756437011063099, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006756437011063099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42719829082489014, + 0.31304216384887695, + 0.034768834710121155, + 0.021735025569796562, + 0.017987864091992378, + 0.039745014160871506, + 0.03382127732038498, + 0.05763014778494835, + 0.029573364183306694, + 0.024498067796230316 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.006756437011063099 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023322198539972305 + ], + "opposite_logprob_tokens": [ + -3.773322105407715 + ], + "logprob_reward": -0.023322198539972305, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023322198539972305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3042948246002197, + 0.10215355455875397, + 0.055474940687417984, + 0.05736492574214935, + 0.035298142582178116, + 0.13453464210033417, + 0.06295200437307358, + 0.05093195661902428, + 0.08693159371614456, + 0.11006344854831696 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.023322198539972305 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284954965114594 + ], + "opposite_logprob_tokens": [ + -2.0178494453430176 + ], + "logprob_reward": -0.14284954965114594, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14284954965114594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4288999140262604, + 0.07306672632694244, + 0.029307324439287186, + 0.03763594478368759, + 0.017897076904773712, + 0.0860954150557518, + 0.0777011290192604, + 0.14678166806697845, + 0.0223245769739151, + 0.08029014617204666 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.14284954965114594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005960494279861 + ], + "opposite_logprob_tokens": [ + -2.6950595378875732 + ], + "logprob_reward": -0.07005960494279861, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005960494279861, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4681946933269501, + 0.04937605559825897, + 0.023232068866491318, + 0.019430357962846756, + 0.01921834424138069, + 0.09094259887933731, + 0.09932207316160202, + 0.0327736958861351, + 0.08603263646364212, + 0.11147747933864594 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.07005960494279861 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This is a high-angle, extreme close-up shot, the camera held perfectly still, focused intently on a white tissue resting on a smooth, matte black surface. The towel is thoroughly soaked, its mushy fiber texture rendered in sharp detail, appearing translucent and clinging to the dark plane beneath. A faint, dark halo of seeping water subtly smears the surface around the towel's edge. Illuminated by a single, harsh light source emanating from the side, the towel begins to move with an unsettling autonomy. One corner intermittently lifts and trembles in the air for a tense moment before snapping back, while another corner hesitantly collapses inward in a movement that feels both erratic and unnatural. The entire form seems to contract and expand in a minute, unsteady rhythm, folding not in a single, fluid motion but through a series of anxious, restless twitches, as if feared by an unseen, nervous hand. The color palette is a cold, dramatic, monochrome palette of wet white, shimmering gray, and deep black, creating an atmosphere of palpable quiet tension and an eerie mystery.", + "seed": 21635, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_5/index_9035_seed_21635_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.047464329097419974, + "vlm_logprob": -0.047464329097419974, + "vlm_yes_no_margin": 3.599999952316284, + "vlm_token_credit": -0.047464329097419974, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021385902538895607 + ], + "opposite_logprob_tokens": [ + -4.021385669708252 + ], + "logprob_reward": -0.021385902538895607, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.021385902538895607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24244999885559082, + 0.20244264602661133, + 0.16250453889369965, + 0.06646891683340073, + 0.16244427859783173, + 0.02235298976302147, + 0.027666125446558, + 0.037282686680555344, + 0.04002254456281662, + 0.03636527433991432 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.021385902538895607 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011100206524133682 + ], + "opposite_logprob_tokens": [ + -4.5111002922058105 + ], + "logprob_reward": -0.011100206524133682, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011100206524133682, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18514671921730042, + 0.11522403359413147, + 0.10535526275634766, + 0.05125788226723671, + 0.326606422662735, + 0.05227687954902649, + 0.04470624402165413, + 0.053360603749752045, + 0.02206217683851719, + 0.044003795832395554 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.011100206524133682 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007653201464563608 + ], + "opposite_logprob_tokens": [ + -4.88265323638916 + ], + "logprob_reward": -0.007653201464563608, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007653201464563608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16043642163276672, + 0.15078459680080414, + 0.2575435936450958, + 0.09365630894899368, + 0.10796535015106201, + 0.06570190191268921, + 0.031143059954047203, + 0.03637528046965599, + 0.03980497643351555, + 0.05658853426575661 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.007653201464563608 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007727771997452 + ], + "opposite_logprob_tokens": [ + -2.6950771808624268 + ], + "logprob_reward": -0.07007727771997452, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007727771997452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2188984602689743, + 0.11581157892942429, + 0.1268824338912964, + 0.0369403101503849, + 0.25658854842185974, + 0.04295800253748894, + 0.04643931984901428, + 0.03915303200483322, + 0.04102698713541031, + 0.0753013864159584 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.07007727771997452 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710505723953247 + ], + "opposite_logprob_tokens": [ + -2.1271049976348877 + ], + "logprob_reward": -0.12710505723953247, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710505723953247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08496353775262833, + 0.09816744178533554, + 0.09917954355478287, + 0.04603481665253639, + 0.20329244434833527, + 0.1361602544784546, + 0.10423530638217926, + 0.04632779583334923, + 0.08343476802110672, + 0.09820406138896942 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.12710505723953247 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This is a high-angle, extreme close-up shot, the camera held perfectly still, focused intently on a white tissue resting on a smooth, matte black surface. The towel is thoroughly soaked, its mushy fiber texture rendered in sharp detail, appearing translucent and clinging to the dark plane beneath. A faint, dark halo of seeping water subtly smears the surface around the towel's edge. Illuminated by a single, harsh light source emanating from the side, the towel begins to move with an unsettling autonomy. One corner intermittently lifts and trembles in the air for a tense moment before snapping back, while another corner hesitantly collapses inward in a movement that feels both erratic and unnatural. The entire form seems to contract and expand in a minute, unsteady rhythm, folding not in a single, fluid motion but through a series of anxious, restless twitches, as if feared by an unseen, nervous hand. The color palette is a cold, dramatic, monochrome palette of wet white, shimmering gray, and deep black, creating an atmosphere of palpable quiet tension and an eerie mystery.", + "seed": 21636, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_5/index_9035_seed_21636_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07885571960359812, + "vlm_logprob": -0.07885571960359812, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.07885571960359812, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009835944510996342 + ], + "opposite_logprob_tokens": [ + -4.884835720062256 + ], + "logprob_reward": -0.009835944510996342, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009835944510996342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1428605020046234, + 0.07336744666099548, + 0.04460160434246063, + 0.09966808557510376, + 0.05005377158522606, + 0.11950355023145676, + 0.22807861864566803, + 0.06593755632638931, + 0.09707274287939072, + 0.07885614782571793 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.009835944510996342 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005271315574646 + ], + "opposite_logprob_tokens": [ + -2.6950526237487793 + ], + "logprob_reward": -0.07005271315574646, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005271315574646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2804398536682129, + 0.11393773555755615, + 0.061365094035863876, + 0.07450283318758011, + 0.1335127353668213, + 0.10387667268514633, + 0.06296691298484802, + 0.11054806411266327, + 0.023193538188934326, + 0.03565654531121254 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.07005271315574646 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033742357045412064 + ], + "opposite_logprob_tokens": [ + -3.4087424278259277 + ], + "logprob_reward": -0.033742357045412064, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033742357045412064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.104375459253788, + 0.08455411344766617, + 0.10011305660009384, + 0.05259708687663078, + 0.12558792531490326, + 0.09464336931705475, + 0.2364431768655777, + 0.08084791153669357, + 0.08391693979501724, + 0.03692099452018738 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.033742357045412064 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20163610577583313 + ], + "opposite_logprob_tokens": [ + -1.7016360759735107 + ], + "logprob_reward": -0.20163610577583313, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20163610577583313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1781262755393982, + 0.07033486664295197, + 0.1038014367222786, + 0.1422385275363922, + 0.06306999921798706, + 0.05333517864346504, + 0.2716434895992279, + 0.045520082116127014, + 0.030262375250458717, + 0.04166776314377785 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.20163610577583313 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a high-angle extreme close-up focused on a white tissue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the tissue resting on a smooth matte black surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the tissue thoroughly soaked with visible mushy fiber texture and a dark halo of seeping water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh light source from the side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the tissue move autonomously with corners lifting, trembling, and collapsing in erratic twitches?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790114775300026 + ], + "opposite_logprob_tokens": [ + -2.5790114402770996 + ], + "logprob_reward": -0.0790114775300026, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790114775300026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11303853988647461, + 0.07517990469932556, + 0.03552298620343208, + 0.37147825956344604, + 0.056180439889431, + 0.10406425595283508, + 0.1190875917673111, + 0.03853132203221321, + 0.06619139760732651, + 0.020725278183817863 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.0790114775300026 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_6/index_tensor([2557, 2557])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_6/index_tensor([2557, 2557])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5b27ccb51f63b413d3ed6123e54f12cfebf49d74 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_6/index_tensor([2557, 2557])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, soft-focus close-up, shot with subtle, almost imperceptible handheld camera movement, draws the viewer into an intimate moment. At the center of the frame is a nimble black cat, its sleek, jet-black fur gleaming like polished obsidian in the warm, golden afternoon sunlight. Light slanting in from an unseen window casts a soft halo around its black silhouette. Crouching low on the polished hardwood floor, its body coiled like a spring, its large, luminous green eyes, pupils dilated, its gaze fixed on a thick, crimson ball of yarn, slowly rolling before it. Carefully, it extends a delicate black paw, retracting its sharp nails, and gently, tentatively taps the ball with the pad of its paw, sending it rolling further, leaving a thin red trail. As the ball of string moves, the cat's body reacts fluidly and swiftly, fiddling with it with its paws, nuzzling it with its nose, its long, sensitive whiskers quivering. Each movement is filled with curiosity and pure playfulness. The background fades completely into a soft, creamy patch of light, revealing the faint outline of a corner of the living room. The entire scene is enveloped by warm light and the cat's focused, playful demeanor, creating a tranquil, warm, and healing atmosphere.", + "seed": 33175, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_6/index_2557_seed_33175_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04595465380698442, + "vlm_logprob": -0.04595465380698442, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.04595465380698442, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03040884993970394 + ], + "opposite_logprob_tokens": [ + -3.6554088592529297 + ], + "logprob_reward": -0.03040884993970394, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03040884993970394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0977516695857048, + 0.06361021846532822, + 0.0376041941344738, + 0.060161855071783066, + 0.04200670123100281, + 0.056100502610206604, + 0.3584366738796234, + 0.03920263424515724, + 0.061993177980184555, + 0.18313241004943848 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.03040884993970394 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020607881247997284 + ], + "opposite_logprob_tokens": [ + -3.8956079483032227 + ], + "logprob_reward": -0.020607881247997284, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020607881247997284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040513504296541214, + 0.03098325990140438, + 0.02607300877571106, + 0.04014646261930466, + 0.07619074732065201, + 0.023138945922255516, + 0.18030092120170593, + 0.3102473318576813, + 0.03439101576805115, + 0.2380148023366928 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.020607881247997284 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648204617202282 + ], + "opposite_logprob_tokens": [ + -4.75864839553833 + ], + "logprob_reward": -0.008648204617202282, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648204617202282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07993481308221817, + 0.07332219928503036, + 0.09016522020101547, + 0.11180655658245087, + 0.11293867975473404, + 0.04383038356900215, + 0.15797781944274902, + 0.23921345174312592, + 0.027285877615213394, + 0.06352497637271881 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.008648204617202282 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307150840759277 + ], + "opposite_logprob_tokens": [ + -3.1680715084075928 + ], + "logprob_reward": -0.04307150840759277, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307150840759277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04259239882230759, + 0.029503710567951202, + 0.03475719317793846, + 0.03329163044691086, + 0.0835818499326706, + 0.040477264672517776, + 0.04102780669927597, + 0.21028722822666168, + 0.19529326260089874, + 0.28918763995170593 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.04307150840759277 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703682482242584 + ], + "opposite_logprob_tokens": [ + -2.1270368099212646 + ], + "logprob_reward": -0.12703682482242584, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703682482242584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06913956999778748, + 0.06607819348573685, + 0.05748593062162399, + 0.14261077344417572, + 0.08446011692285538, + 0.046645473688840866, + 0.18033231794834137, + 0.17569662630558014, + 0.06398433446884155, + 0.11356662958860397 + ], + "top_frames": [ + 6, + 7, + 3 + ], + "selected_reward": -0.12703682482242584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, soft-focus close-up, shot with subtle, almost imperceptible handheld camera movement, draws the viewer into an intimate moment. At the center of the frame is a nimble black cat, its sleek, jet-black fur gleaming like polished obsidian in the warm, golden afternoon sunlight. Light slanting in from an unseen window casts a soft halo around its black silhouette. Crouching low on the polished hardwood floor, its body coiled like a spring, its large, luminous green eyes, pupils dilated, its gaze fixed on a thick, crimson ball of yarn, slowly rolling before it. Carefully, it extends a delicate black paw, retracting its sharp nails, and gently, tentatively taps the ball with the pad of its paw, sending it rolling further, leaving a thin red trail. As the ball of string moves, the cat's body reacts fluidly and swiftly, fiddling with it with its paws, nuzzling it with its nose, its long, sensitive whiskers quivering. Each movement is filled with curiosity and pure playfulness. The background fades completely into a soft, creamy patch of light, revealing the faint outline of a corner of the living room. The entire scene is enveloped by warm light and the cat's focused, playful demeanor, creating a tranquil, warm, and healing atmosphere.", + "seed": 33176, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_6/index_2557_seed_33176_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05172830875962973, + "vlm_logprob": -0.05172830875962973, + "vlm_yes_no_margin": 3.550000023841858, + "vlm_token_credit": -0.05172830875962973, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017106015235185623 + ], + "opposite_logprob_tokens": [ + -4.142106056213379 + ], + "logprob_reward": -0.017106015235185623, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017106015235185623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18818531930446625, + 0.09467730671167374, + 0.07595998048782349, + 0.1002233624458313, + 0.15954464673995972, + 0.058336157351732254, + 0.10634578764438629, + 0.05705520138144493, + 0.10417142510414124, + 0.055500783026218414 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.017106015235185623 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008656122721731663 + ], + "opposite_logprob_tokens": [ + -4.758656024932861 + ], + "logprob_reward": -0.008656122721731663, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008656122721731663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12796512246131897, + 0.36985740065574646, + 0.06461457908153534, + 0.06198926642537117, + 0.08181875944137573, + 0.09214245527982712, + 0.04563239589333534, + 0.0523686483502388, + 0.03338699787855148, + 0.07022438198328018 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.008656122721731663 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083347722887993 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011083347722887993, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083347722887993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09767038375139236, + 0.13951222598552704, + 0.03585372492671013, + 0.148386150598526, + 0.13972651958465576, + 0.07933767139911652, + 0.11683110892772675, + 0.0822405144572258, + 0.06064063683152199, + 0.09980109333992004 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.011083347722887993 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0790005698800087 + ], + "opposite_logprob_tokens": [ + -2.579000473022461 + ], + "logprob_reward": -0.0790005698800087, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0790005698800087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0853610560297966, + 0.20999808609485626, + 0.39587563276290894, + 0.04046221822500229, + 0.0804409459233284, + 0.056138936430215836, + 0.026462847366929054, + 0.024080222472548485, + 0.029819676652550697, + 0.051360394805669785 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0790005698800087 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279548823833466 + ], + "opposite_logprob_tokens": [ + -2.0177955627441406 + ], + "logprob_reward": -0.14279548823833466, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14279548823833466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12671487033367157, + 0.16610591113567352, + 0.14673788845539093, + 0.07690107077360153, + 0.1009625643491745, + 0.06585566699504852, + 0.12071911990642548, + 0.0671413466334343, + 0.05812811106443405, + 0.07073349505662918 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.14279548823833466 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, soft-focus close-up, shot with subtle, almost imperceptible handheld camera movement, draws the viewer into an intimate moment. At the center of the frame is a nimble black cat, its sleek, jet-black fur gleaming like polished obsidian in the warm, golden afternoon sunlight. Light slanting in from an unseen window casts a soft halo around its black silhouette. Crouching low on the polished hardwood floor, its body coiled like a spring, its large, luminous green eyes, pupils dilated, its gaze fixed on a thick, crimson ball of yarn, slowly rolling before it. Carefully, it extends a delicate black paw, retracting its sharp nails, and gently, tentatively taps the ball with the pad of its paw, sending it rolling further, leaving a thin red trail. As the ball of string moves, the cat's body reacts fluidly and swiftly, fiddling with it with its paws, nuzzling it with its nose, its long, sensitive whiskers quivering. Each movement is filled with curiosity and pure playfulness. The background fades completely into a soft, creamy patch of light, revealing the faint outline of a corner of the living room. The entire scene is enveloped by warm light and the cat's focused, playful demeanor, creating a tranquil, warm, and healing atmosphere.", + "seed": 33177, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_6/index_2557_seed_33177_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06761855599470437, + "vlm_logprob": -0.06761855599470437, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.06761855599470437, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01987728662788868 + ], + "opposite_logprob_tokens": [ + -4.0198774337768555 + ], + "logprob_reward": -0.01987728662788868, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01987728662788868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18137097358703613, + 0.10850896686315536, + 0.04592025279998779, + 0.10603126883506775, + 0.15073980391025543, + 0.04035736620426178, + 0.10255449265241623, + 0.11328329145908356, + 0.08974228799343109, + 0.06149129569530487 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.01987728662788868 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003624300705268979 + ], + "opposite_logprob_tokens": [ + -5.628624439239502 + ], + "logprob_reward": -0.003624300705268979, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003624300705268979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14602215588092804, + 0.05406131222844124, + 0.039369817823171616, + 0.03064771369099617, + 0.031166424974799156, + 0.08700279891490936, + 0.229763001203537, + 0.17164279520511627, + 0.07797377556562424, + 0.13235025107860565 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.003624300705268979 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633917964994907 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633917964994907, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633917964994907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07989026606082916, + 0.05818110704421997, + 0.09752880036830902, + 0.08942160755395889, + 0.09756689518690109, + 0.15309764444828033, + 0.07175265997648239, + 0.09028133004903793, + 0.16563093662261963, + 0.09664878249168396 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.007633917964994907 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270778775215149 + ], + "opposite_logprob_tokens": [ + -2.12707781791687 + ], + "logprob_reward": -0.1270778775215149, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270778775215149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08801436424255371, + 0.03865405544638634, + 0.08127503842115402, + 0.06970898061990738, + 0.04296282306313515, + 0.04451323300600052, + 0.14697101712226868, + 0.06934323906898499, + 0.06800500303506851, + 0.3505522608757019 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.1270778775215149 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987939715385437 + ], + "opposite_logprob_tokens": [ + -1.8048794269561768 + ], + "logprob_reward": -0.17987939715385437, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987939715385437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17079289257526398, + 0.06353223323822021, + 0.06706082820892334, + 0.037223149091005325, + 0.0673198476433754, + 0.07122910022735596, + 0.18709252774715424, + 0.17738164961338043, + 0.05838863551616669, + 0.09997913241386414 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.17987939715385437 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, soft-focus close-up, shot with subtle, almost imperceptible handheld camera movement, draws the viewer into an intimate moment. At the center of the frame is a nimble black cat, its sleek, jet-black fur gleaming like polished obsidian in the warm, golden afternoon sunlight. Light slanting in from an unseen window casts a soft halo around its black silhouette. Crouching low on the polished hardwood floor, its body coiled like a spring, its large, luminous green eyes, pupils dilated, its gaze fixed on a thick, crimson ball of yarn, slowly rolling before it. Carefully, it extends a delicate black paw, retracting its sharp nails, and gently, tentatively taps the ball with the pad of its paw, sending it rolling further, leaving a thin red trail. As the ball of string moves, the cat's body reacts fluidly and swiftly, fiddling with it with its paws, nuzzling it with its nose, its long, sensitive whiskers quivering. Each movement is filled with curiosity and pure playfulness. The background fades completely into a soft, creamy patch of light, revealing the faint outline of a corner of the living room. The entire scene is enveloped by warm light and the cat's focused, playful demeanor, creating a tranquil, warm, and healing atmosphere.", + "seed": 33178, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_6/index_2557_seed_33178_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04985031485557556, + "vlm_logprob": -0.04985031485557556, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.04985031485557556, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021615400910377502 + ], + "opposite_logprob_tokens": [ + -3.896615505218506 + ], + "logprob_reward": -0.021615400910377502, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021615400910377502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11263363063335419, + 0.04145614802837372, + 0.13351114094257355, + 0.4552483558654785, + 0.047594018280506134, + 0.024200722575187683, + 0.04938605800271034, + 0.03557321056723595, + 0.01749945431947708, + 0.08289729803800583 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.021615400910377502 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029832802712917328 + ], + "opposite_logprob_tokens": [ + -3.5298328399658203 + ], + "logprob_reward": -0.029832802712917328, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029832802712917328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21292772889137268, + 0.04392649605870247, + 0.037183213979005814, + 0.42756062746047974, + 0.01590079814195633, + 0.024903014302253723, + 0.02700711227953434, + 0.0645824447274208, + 0.062015075236558914, + 0.08399349451065063 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.029832802712917328 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087002232670784 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011087002232670784, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087002232670784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09838373959064484, + 0.07383247464895248, + 0.09955233335494995, + 0.36341968178749084, + 0.08328916877508163, + 0.035535674542188644, + 0.041218649595975876, + 0.11160093545913696, + 0.057883765548467636, + 0.03528353571891785 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.011087002232670784 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026356181129813194 + ], + "opposite_logprob_tokens": [ + -3.6513562202453613 + ], + "logprob_reward": -0.026356181129813194, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026356181129813194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1563226580619812, + 0.026211898773908615, + 0.036474913358688354, + 0.4683748781681061, + 0.01942959427833557, + 0.027160124853253365, + 0.022865669801831245, + 0.08155666291713715, + 0.10074510425329208, + 0.06085848808288574 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.026356181129813194 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle close-up of a black cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat crouching on a polished hardwood floor with jet-black fur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the cat interacting with a thick crimson ball of yarn by tapping and rolling it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background fade into a soft creamy light revealing only a faint outline of a living room corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera movement subtle, almost imperceptible, and handheld?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.160360187292099 + ], + "opposite_logprob_tokens": [ + -1.9103602170944214 + ], + "logprob_reward": -0.160360187292099, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.160360187292099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1551879346370697, + 0.058378227055072784, + 0.17939051985740662, + 0.2798547148704529, + 0.024798573926091194, + 0.026052314788103104, + 0.032236479222774506, + 0.05650491639971733, + 0.06728454679250717, + 0.12031178921461105 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.160360187292099 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_7/index_tensor([2104, 2104])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_7/index_tensor([2104, 2104])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f096c75bfb955a42f27e3224e1e936697bb2fc76 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_7/index_tensor([2104, 2104])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, low-angle, wide shot draws us into a dystopian command center. The centerpiece of the scene is a vast, translucent holographic globe, suspended in the center of the room. It emanates a cold blue light, casting long, twisting shadows across the cold concrete walls and exposed metal pipes. Across this densely gridded map, a glaring scarlet track pulses with an ominous rhythm, winding its way in real time, precisely tracing the path of a devastating tornado. Several operators in dark uniforms, weary-looking, sit motionless at their consoles, their focused faces illuminated by the flickering green data streams on their screens and the shadows cast by the holographic map. Behind them, through a vast floor-to-ceiling window, a magnificent, silent meteor shower unfolds in the inky black sky. Countless streaks of silvery light tear through the sky, creating an apocalyptic, eerie, and tranquil contrast to the looming crisis within.", + "seed": 11878, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_7/index_2104_seed_11878_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07209280666429549, + "vlm_logprob": -0.07209280666429549, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.07209280666429549, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027863409370183945 + ], + "opposite_logprob_tokens": [ + -4.027863502502441 + ], + "logprob_reward": -0.027863409370183945, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.027863409370183945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.9064854383468628, + 0.016209455206990242, + 0.01442482229322195, + 0.011035872623324394, + 0.009170571342110634, + 0.017597461119294167, + 0.011999102309346199, + 0.004691347014158964, + 0.0036162342876195908, + 0.004769736435264349 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.027863409370183945 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015238827327266335 + ], + "opposite_logprob_tokens": [ + -6.501523971557617 + ], + "logprob_reward": -0.0015238827327266335, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015238827327266335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46370241045951843, + 0.07733584195375443, + 0.08697359263896942, + 0.06884065270423889, + 0.050150007009506226, + 0.048379071056842804, + 0.03389362245798111, + 0.02014235034584999, + 0.10942471027374268, + 0.041157741099596024 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.0015238827327266335 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734531372785568 + ], + "opposite_logprob_tokens": [ + -5.006734371185303 + ], + "logprob_reward": -0.006734531372785568, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734531372785568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5058241486549377, + 0.03255138546228409, + 0.03913218900561333, + 0.08671283721923828, + 0.1033286303281784, + 0.03491297364234924, + 0.029125595465302467, + 0.014433533884584904, + 0.1129574403166771, + 0.04102124273777008 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.006734531372785568 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043064314872026443 + ], + "opposite_logprob_tokens": [ + -3.1680643558502197 + ], + "logprob_reward": -0.043064314872026443, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043064314872026443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6682127714157104, + 0.026111073791980743, + 0.05651067569851875, + 0.01779172569513321, + 0.025119001045823097, + 0.016202108934521675, + 0.08031683415174484, + 0.090357705950737, + 0.00838977936655283, + 0.010988319292664528 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.043064314872026443 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2812778949737549 + ], + "opposite_logprob_tokens": [ + -1.4062778949737549 + ], + "logprob_reward": -0.2812778949737549, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2812778949737549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8823660612106323, + 0.010639483109116554, + 0.02433815412223339, + 0.00942663662135601, + 0.01690765470266342, + 0.00783228874206543, + 0.021654492244124413, + 0.016576893627643585, + 0.002955156145617366, + 0.0073032318614423275 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.2812778949737549 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle, wide shot draws us into a dystopian command center. The centerpiece of the scene is a vast, translucent holographic globe, suspended in the center of the room. It emanates a cold blue light, casting long, twisting shadows across the cold concrete walls and exposed metal pipes. Across this densely gridded map, a glaring scarlet track pulses with an ominous rhythm, winding its way in real time, precisely tracing the path of a devastating tornado. Several operators in dark uniforms, weary-looking, sit motionless at their consoles, their focused faces illuminated by the flickering green data streams on their screens and the shadows cast by the holographic map. Behind them, through a vast floor-to-ceiling window, a magnificent, silent meteor shower unfolds in the inky black sky. Countless streaks of silvery light tear through the sky, creating an apocalyptic, eerie, and tranquil contrast to the looming crisis within.", + "seed": 11879, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_7/index_2104_seed_11879_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11639883182942867, + "vlm_logprob": -0.11639883182942867, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.11639883182942867, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015702765434980392 + ], + "opposite_logprob_tokens": [ + -5.140702724456787 + ], + "logprob_reward": -0.015702765434980392, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.015702765434980392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06521069258451462, + 0.08772478252649307, + 0.10146135836839676, + 0.12797194719314575, + 0.11891212314367294, + 0.09245380014181137, + 0.2451518028974533, + 0.1034446433186531, + 0.021937411278486252, + 0.0357314832508564 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -0.015702765434980392 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036292895674705505 + ], + "opposite_logprob_tokens": [ + -5.628629207611084 + ], + "logprob_reward": -0.0036292895674705505, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036292895674705505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21920153498649597, + 0.12548089027404785, + 0.2023642510175705, + 0.11836869269609451, + 0.10207143425941467, + 0.051534030586481094, + 0.07976469397544861, + 0.04840235784649849, + 0.03037192113697529, + 0.022440209984779358 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0036292895674705505 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342594996094704 + ], + "opposite_logprob_tokens": [ + -3.6513426303863525 + ], + "logprob_reward": -0.026342594996094704, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342594996094704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13865113258361816, + 0.0638662800192833, + 0.1636471152305603, + 0.025692231953144073, + 0.06297187507152557, + 0.34979090094566345, + 0.09165111929178238, + 0.02000892348587513, + 0.06309577077627182, + 0.020624706521630287 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.026342594996094704 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062060609459877014 + ], + "opposite_logprob_tokens": [ + -2.812060594558716 + ], + "logprob_reward": -0.062060609459877014, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062060609459877014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1595989316701889, + 0.05866587907075882, + 0.1791476011276245, + 0.053664594888687134, + 0.12370487302541733, + 0.11557026952505112, + 0.10422720015048981, + 0.1608826220035553, + 0.023875819519162178, + 0.020662128925323486 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.062060609459877014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742588996887207 + ], + "opposite_logprob_tokens": [ + -0.9742588996887207 + ], + "logprob_reward": -0.4742588996887207, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742588996887207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11885365843772888, + 0.06870261579751968, + 0.21493679285049438, + 0.054987143725156784, + 0.12737978994846344, + 0.21427983045578003, + 0.09240680187940598, + 0.07085777819156647, + 0.019731981679797173, + 0.017863603308796883 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.4742588996887207 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle, wide shot draws us into a dystopian command center. The centerpiece of the scene is a vast, translucent holographic globe, suspended in the center of the room. It emanates a cold blue light, casting long, twisting shadows across the cold concrete walls and exposed metal pipes. Across this densely gridded map, a glaring scarlet track pulses with an ominous rhythm, winding its way in real time, precisely tracing the path of a devastating tornado. Several operators in dark uniforms, weary-looking, sit motionless at their consoles, their focused faces illuminated by the flickering green data streams on their screens and the shadows cast by the holographic map. Behind them, through a vast floor-to-ceiling window, a magnificent, silent meteor shower unfolds in the inky black sky. Countless streaks of silvery light tear through the sky, creating an apocalyptic, eerie, and tranquil contrast to the looming crisis within.", + "seed": 11880, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_7/index_2104_seed_11880_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13404948357492685, + "vlm_logprob": -0.13404948357492685, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.13404948357492685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016240211203694344 + ], + "opposite_logprob_tokens": [ + -4.766240119934082 + ], + "logprob_reward": -0.016240211203694344, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.016240211203694344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6171066164970398, + 0.08727147430181503, + 0.03857672959566116, + 0.015682822093367577, + 0.03518969193100929, + 0.06800182908773422, + 0.04316920414566994, + 0.026010973379015923, + 0.02712622843682766, + 0.04186450317502022 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.016240211203694344 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004650491289794445 + ], + "opposite_logprob_tokens": [ + -5.379650592803955 + ], + "logprob_reward": -0.004650491289794445, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004650491289794445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5899805426597595, + 0.1042822077870369, + 0.04349009692668915, + 0.026642968878149986, + 0.04499378427863121, + 0.048211436718702316, + 0.036114294081926346, + 0.03472721576690674, + 0.024371515959501266, + 0.04718589037656784 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.004650491289794445 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520986795425415 + ], + "opposite_logprob_tokens": [ + -1.5020986795425415 + ], + "logprob_reward": -0.2520986795425415, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520986795425415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7854074239730835, + 0.04048260673880577, + 0.023932917043566704, + 0.015091393142938614, + 0.010899664834141731, + 0.011383737437427044, + 0.038702573627233505, + 0.02294641174376011, + 0.013486476615071297, + 0.03766678273677826 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.2520986795425415 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866420477628708 + ], + "opposite_logprob_tokens": [ + -3.048664093017578 + ], + "logprob_reward": -0.04866420477628708, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866420477628708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5836071372032166, + 0.04455934837460518, + 0.05720720440149307, + 0.035310305655002594, + 0.08173639327287674, + 0.09714274108409882, + 0.0284985713660717, + 0.021019378677010536, + 0.028439853340387344, + 0.022479020059108734 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.04866420477628708 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3485938310623169 + ], + "opposite_logprob_tokens": [ + -1.223593831062317 + ], + "logprob_reward": -0.3485938310623169, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3485938310623169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.59284907579422, + 0.0871138870716095, + 0.03269233554601669, + 0.025147363543510437, + 0.040535859763622284, + 0.08161769062280655, + 0.05450790002942085, + 0.020157720893621445, + 0.029373906552791595, + 0.036004215478897095 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.3485938310623169 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, low-angle, wide shot draws us into a dystopian command center. The centerpiece of the scene is a vast, translucent holographic globe, suspended in the center of the room. It emanates a cold blue light, casting long, twisting shadows across the cold concrete walls and exposed metal pipes. Across this densely gridded map, a glaring scarlet track pulses with an ominous rhythm, winding its way in real time, precisely tracing the path of a devastating tornado. Several operators in dark uniforms, weary-looking, sit motionless at their consoles, their focused faces illuminated by the flickering green data streams on their screens and the shadows cast by the holographic map. Behind them, through a vast floor-to-ceiling window, a magnificent, silent meteor shower unfolds in the inky black sky. Countless streaks of silvery light tear through the sky, creating an apocalyptic, eerie, and tranquil contrast to the looming crisis within.", + "seed": 11881, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_7/index_2104_seed_11881_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.20241479752585292, + "vlm_logprob": -0.20241479752585292, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.20241479752585292, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039496999233961105 + ], + "opposite_logprob_tokens": [ + -3.539496898651123 + ], + "logprob_reward": -0.039496999233961105, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.039496999233961105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21746739745140076, + 0.16563333570957184, + 0.0946386530995369, + 0.031172193586826324, + 0.028172779828310013, + 0.18800325691699982, + 0.06810916215181351, + 0.05117011442780495, + 0.09924928098917007, + 0.056383829563856125 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.039496999233961105 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004666747059673071 + ], + "opposite_logprob_tokens": [ + -5.379666805267334 + ], + "logprob_reward": -0.004666747059673071, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004666747059673071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12345416843891144, + 0.17287051677703857, + 0.10252468287944794, + 0.0977289155125618, + 0.12721912562847137, + 0.08496998995542526, + 0.05370265245437622, + 0.0983356237411499, + 0.09472518414258957, + 0.04446914792060852 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.004666747059673071 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761834383010864 + ], + "opposite_logprob_tokens": [ + -0.8261834383010864 + ], + "logprob_reward": -0.5761834383010864, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761834383010864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11038559675216675, + 0.1419084370136261, + 0.07245756685733795, + 0.0638044998049736, + 0.07482698559761047, + 0.4495466351509094, + 0.016444573178887367, + 0.02699653059244156, + 0.028305696323513985, + 0.015323484316468239 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.5761834383010864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309217259287834 + ], + "opposite_logprob_tokens": [ + -3.1680922508239746 + ], + "logprob_reward": -0.04309217259287834, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309217259287834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13819053769111633, + 0.21652957797050476, + 0.03350752219557762, + 0.05451016500592232, + 0.05581626668572426, + 0.361807256937027, + 0.03300522267818451, + 0.02365649677813053, + 0.0496012307703495, + 0.03337567672133446 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.04309217259287834 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a low-angle, wide perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a vast, translucent holographic globe suspended in the center of the room?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a glaring scarlet track pulse across the holographic map, tracing the path of a tornado?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several operators in dark uniforms sitting motionless at consoles with faces illuminated by green data streams?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a meteor shower visible through a floor-to-ceiling window in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34863463044166565 + ], + "opposite_logprob_tokens": [ + -1.2236346006393433 + ], + "logprob_reward": -0.34863463044166565, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34863463044166565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1366036981344223, + 0.10762688517570496, + 0.03415441885590553, + 0.09573360532522202, + 0.032405368983745575, + 0.25412261486053467, + 0.17990955710411072, + 0.06734643876552582, + 0.06106461212038994, + 0.03103281371295452 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.34863463044166565 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_8/index_tensor([1715, 1715])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_8/index_tensor([1715, 1715])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cb4dcf8c6b13e00639585da985aff6a20dd2d31c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_8/index_tensor([1715, 1715])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, statically shot from a slightly low angle, immerses the viewer in absolute darkness, where a cluster of incandescent, gleaming filaments hangs suspended in mid-air. These beams of pure, white-hot energy, as thin as silk threads, oscillate in a slow, hypnotic rhythm. Their brilliant light, the sole source of illumination, casts long, dramatic shadows that dance and twist across the rough, dark stone below. As the filaments sway steadily and deliberately in perfect, synchronized motion, the shadows they cast stretch and compress, sliding fluidly across the crags and pits of the surface. The intense, flickering light catches the raised points of the texture, creating a complex, shifting pattern of brilliant highlights and deep, shifting darks, while the filaments themselves seem to breathe with the light. The entire scene is defined by a high-contrast palette of luminous warm whites and deep blacks, evoking an atmosphere of mesmerizing, focused, and deeply mysterious pure kinetic energy.", + "seed": 33211, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_8/index_1715_seed_33211_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07380471723154187, + "vlm_logprob": -0.07380471723154187, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.07380471723154187, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03084448166191578 + ], + "opposite_logprob_tokens": [ + -3.5308444499969482 + ], + "logprob_reward": -0.03084448166191578, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03084448166191578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16982631385326385, + 0.12282242625951767, + 0.059329207986593246, + 0.05559741333127022, + 0.04684669151902199, + 0.29510611295700073, + 0.059940725564956665, + 0.097616046667099, + 0.03286734223365784, + 0.060047697275877 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.03084448166191578 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31346285343170166 + ], + "opposite_logprob_tokens": [ + -1.3134628534317017 + ], + "logprob_reward": -0.31346285343170166, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31346285343170166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15403367578983307, + 0.07433649897575378, + 0.11809633672237396, + 0.07548455148935318, + 0.042046211659908295, + 0.13623873889446259, + 0.02477819100022316, + 0.1630982905626297, + 0.16062316298484802, + 0.05126436799764633 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.31346285343170166 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005259486846625805 + ], + "opposite_logprob_tokens": [ + -5.2552595138549805 + ], + "logprob_reward": -0.005259486846625805, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005259486846625805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1065010204911232, + 0.06056421622633934, + 0.13315756618976593, + 0.10304185748100281, + 0.054141417145729065, + 0.24462994933128357, + 0.04542691633105278, + 0.09992901235818863, + 0.10225467383861542, + 0.05035336688160896 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.005259486846625805 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005257233511656523 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005257233511656523, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005257233511656523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2215576320886612, + 0.08587141335010529, + 0.13630180060863495, + 0.09031844139099121, + 0.16518090665340424, + 0.04853108152747154, + 0.03331597149372101, + 0.07779239118099213, + 0.07452092319726944, + 0.0666094720363617 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.005257233511656523 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199530705809593 + ], + "opposite_logprob_tokens": [ + -4.264199733734131 + ], + "logprob_reward": -0.014199530705809593, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199530705809593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2144976109266281, + 0.036816131323575974, + 0.09970171004533768, + 0.044050607830286026, + 0.03697971999645233, + 0.1292514055967331, + 0.05019545927643776, + 0.28433382511138916, + 0.04181872680783272, + 0.06235472857952118 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.014199530705809593 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, statically shot from a slightly low angle, immerses the viewer in absolute darkness, where a cluster of incandescent, gleaming filaments hangs suspended in mid-air. These beams of pure, white-hot energy, as thin as silk threads, oscillate in a slow, hypnotic rhythm. Their brilliant light, the sole source of illumination, casts long, dramatic shadows that dance and twist across the rough, dark stone below. As the filaments sway steadily and deliberately in perfect, synchronized motion, the shadows they cast stretch and compress, sliding fluidly across the crags and pits of the surface. The intense, flickering light catches the raised points of the texture, creating a complex, shifting pattern of brilliant highlights and deep, shifting darks, while the filaments themselves seem to breathe with the light. The entire scene is defined by a high-contrast palette of luminous warm whites and deep blacks, evoking an atmosphere of mesmerizing, focused, and deeply mysterious pure kinetic energy.", + "seed": 33212, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_8/index_1715_seed_33212_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05232181865721941, + "vlm_logprob": -0.05232181865721941, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.05232181865721941, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009142912924289703 + ], + "opposite_logprob_tokens": [ + -4.884142875671387 + ], + "logprob_reward": -0.009142912924289703, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009142912924289703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09144428372383118, + 0.04183416813611984, + 0.03458543121814728, + 0.20397226512432098, + 0.034026749432086945, + 0.3579147458076477, + 0.1380787044763565, + 0.03389005735516548, + 0.03737209364771843, + 0.02688148058950901 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.009142912924289703 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039958596229553 + ], + "opposite_logprob_tokens": [ + -1.9103995561599731 + ], + "logprob_reward": -0.16039958596229553, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039958596229553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10936444252729416, + 0.07081660628318787, + 0.038551632314920425, + 0.09511568397283554, + 0.091887466609478, + 0.08601362258195877, + 0.33543550968170166, + 0.12044205516576767, + 0.02891238033771515, + 0.02346058376133442 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.16039958596229553 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005957583896815777 + ], + "opposite_logprob_tokens": [ + -5.13095760345459 + ], + "logprob_reward": -0.005957583896815777, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005957583896815777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08615200966596603, + 0.06615566462278366, + 0.05853630229830742, + 0.147443950176239, + 0.03141123801469803, + 0.34534549713134766, + 0.09937741607427597, + 0.054678305983543396, + 0.076088085770607, + 0.03481154143810272 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.005957583896815777 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003559917211533 + ], + "opposite_logprob_tokens": [ + -2.695035696029663 + ], + "logprob_reward": -0.07003559917211533, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003559917211533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20803678035736084, + 0.09626659750938416, + 0.05825672671198845, + 0.020981889218091965, + 0.07762600481510162, + 0.1361318677663803, + 0.1737147569656372, + 0.07283435761928558, + 0.13376271724700928, + 0.022388257086277008 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.07003559917211533 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607341133058071 + ], + "opposite_logprob_tokens": [ + -4.141073226928711 + ], + "logprob_reward": -0.01607341133058071, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607341133058071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09562401473522186, + 0.03193549066781998, + 0.03091500885784626, + 0.15423986315727234, + 0.06890268623828888, + 0.33592796325683594, + 0.14374899864196777, + 0.06575178354978561, + 0.03866829350590706, + 0.03428589552640915 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.01607341133058071 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, statically shot from a slightly low angle, immerses the viewer in absolute darkness, where a cluster of incandescent, gleaming filaments hangs suspended in mid-air. These beams of pure, white-hot energy, as thin as silk threads, oscillate in a slow, hypnotic rhythm. Their brilliant light, the sole source of illumination, casts long, dramatic shadows that dance and twist across the rough, dark stone below. As the filaments sway steadily and deliberately in perfect, synchronized motion, the shadows they cast stretch and compress, sliding fluidly across the crags and pits of the surface. The intense, flickering light catches the raised points of the texture, creating a complex, shifting pattern of brilliant highlights and deep, shifting darks, while the filaments themselves seem to breathe with the light. The entire scene is defined by a high-contrast palette of luminous warm whites and deep blacks, evoking an atmosphere of mesmerizing, focused, and deeply mysterious pure kinetic energy.", + "seed": 33213, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_8/index_1715_seed_33213_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07249756781384349, + "vlm_logprob": -0.07249756781384349, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.07249756781384349, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007550156209617853 + ], + "opposite_logprob_tokens": [ + -5.007550239562988 + ], + "logprob_reward": -0.007550156209617853, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007550156209617853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1112702339887619, + 0.16707001626491547, + 0.1024339571595192, + 0.057013120502233505, + 0.06797206401824951, + 0.018578287214040756, + 0.18743059039115906, + 0.15057294070720673, + 0.10002094507217407, + 0.03763781487941742 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.007550156209617853 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134702742099762 + ], + "opposite_logprob_tokens": [ + -1.3134702444076538 + ], + "logprob_reward": -0.3134702742099762, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134702742099762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0936998724937439, + 0.23666462302207947, + 0.07037757337093353, + 0.0438951812684536, + 0.08859550207853317, + 0.07712268084287643, + 0.08503708243370056, + 0.08396752923727036, + 0.16498872637748718, + 0.055651213973760605 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.3134702742099762 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978990737348795 + ], + "opposite_logprob_tokens": [ + -4.634789943695068 + ], + "logprob_reward": -0.00978990737348795, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978990737348795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11403930932283401, + 0.0539516918361187, + 0.3051695227622986, + 0.11912179738283157, + 0.15436522662639618, + 0.034883491694927216, + 0.05455375462770462, + 0.07489600777626038, + 0.05983581766486168, + 0.029183311387896538 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.00978990737348795 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060099132359028 + ], + "opposite_logprob_tokens": [ + -3.8956010341644287 + ], + "logprob_reward": -0.02060099132359028, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060099132359028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06983137130737305, + 0.16614319384098053, + 0.20751343667507172, + 0.1601693332195282, + 0.09770248085260391, + 0.014143657870590687, + 0.07027055323123932, + 0.08075758814811707, + 0.05584808066487312, + 0.07762032747268677 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.02060099132359028 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076509952545166 + ], + "opposite_logprob_tokens": [ + -4.5110764503479 + ], + "logprob_reward": -0.011076509952545166, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076509952545166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1195063516497612, + 0.14734122157096863, + 0.12359479814767838, + 0.12162631750106812, + 0.11559071391820908, + 0.051677655428647995, + 0.12384611368179321, + 0.07498481869697571, + 0.03103337623178959, + 0.09079857915639877 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.011076509952545166 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, statically shot from a slightly low angle, immerses the viewer in absolute darkness, where a cluster of incandescent, gleaming filaments hangs suspended in mid-air. These beams of pure, white-hot energy, as thin as silk threads, oscillate in a slow, hypnotic rhythm. Their brilliant light, the sole source of illumination, casts long, dramatic shadows that dance and twist across the rough, dark stone below. As the filaments sway steadily and deliberately in perfect, synchronized motion, the shadows they cast stretch and compress, sliding fluidly across the crags and pits of the surface. The intense, flickering light catches the raised points of the texture, creating a complex, shifting pattern of brilliant highlights and deep, shifting darks, while the filaments themselves seem to breathe with the light. The entire scene is defined by a high-contrast palette of luminous warm whites and deep blacks, evoking an atmosphere of mesmerizing, focused, and deeply mysterious pure kinetic energy.", + "seed": 33214, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_8/index_1715_seed_33214_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0566160449758172, + "vlm_logprob": -0.0566160449758172, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.0566160449758172, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0633571445941925 + ], + "opposite_logprob_tokens": [ + -2.81335711479187 + ], + "logprob_reward": -0.0633571445941925, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0633571445941925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08746212720870972, + 0.07339140772819519, + 0.04194509610533714, + 0.23313629627227783, + 0.15025365352630615, + 0.07678735256195068, + 0.08906674385070801, + 0.08735689520835876, + 0.13007473945617676, + 0.03052573651075363 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.0633571445941925 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604040563106537 + ], + "opposite_logprob_tokens": [ + -1.910404086112976 + ], + "logprob_reward": -0.1604040563106537, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604040563106537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09997256845235825, + 0.08016124367713928, + 0.0687505453824997, + 0.14761294424533844, + 0.21447736024856567, + 0.04311076179146767, + 0.07244472950696945, + 0.05315056070685387, + 0.16539907455444336, + 0.05492022633552551 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.1604040563106537 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008652222342789173 + ], + "opposite_logprob_tokens": [ + -4.758652210235596 + ], + "logprob_reward": -0.008652222342789173, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008652222342789173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.113266222178936, + 0.1201074942946434, + 0.07428543269634247, + 0.09947464615106583, + 0.08642514795064926, + 0.05098878592252731, + 0.0995357409119606, + 0.2003713846206665, + 0.09372715651988983, + 0.0618179626762867 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.008652222342789173 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038124267011880875 + ], + "opposite_logprob_tokens": [ + -3.2881243228912354 + ], + "logprob_reward": -0.038124267011880875, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038124267011880875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2287287712097168, + 0.0763988345861435, + 0.05542094260454178, + 0.07334848493337631, + 0.18958213925361633, + 0.04619697481393814, + 0.16926001012325287, + 0.07872754335403442, + 0.04497150331735611, + 0.037364885210990906 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.038124267011880875 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a cluster of incandescent filaments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot statically from a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the filaments thin, white-hot, and oscillating in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background absolute darkness with a rough, dark stone surface visible below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long shadows cast by the filaments dance and twist across the stone surface?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542534619569778 + ], + "opposite_logprob_tokens": [ + -4.387542724609375 + ], + "logprob_reward": -0.012542534619569778, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542534619569778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0724930465221405, + 0.02765018679201603, + 0.1679953634738922, + 0.07111453264951706, + 0.06444010138511658, + 0.05244716256856918, + 0.15029963850975037, + 0.286192923784256, + 0.03939702361822128, + 0.06797001510858536 + ], + "top_frames": [ + 7, + 2, + 6 + ], + "selected_reward": -0.012542534619569778 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_9/index_tensor([7212, 7212])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_9/index_tensor([7212, 7212])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..81084a88232aa4cde1d507e502537959164502ea --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_9/index_tensor([7212, 7212])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long shot, filmed from a low angle, slowly and steadily zooms in, capturing an image imbued with dynamic power: a massive, mountain-like wave rises with a slow, unstoppable momentum. This wave, far from a clear liquid, possesses the rich texture of an oil painting. Its body is a blend of deep Prussian blue, indigo, and a hint of dark green, its surface crisscrossed with visible brushstrokes, as if applied directly with a palette knife. The crest of the wave, a thick mass of milky white and bluish-white foam, imbued with a sculptural physicality. Its target is a jagged, black volcanic reef ahead. In the dimming light, these rocks reflect a wet, oily sheen, a stark contrast to the matte texture of the wave. As the camera zooms in, the wave finally crashes into the solid reef with a thunderous force, sending up a spray of white and cyan, akin to the heavy brushstrokes, soaring into the sky. The entire scene is shrouded in thick, rolling dark clouds, with only a few rays of cold light penetrating the clouds to illuminate this devastating moment. The strong contrast between light and dark and the cold tones together create an epic atmosphere that is grand, magnificent and full of primitive power.", + "seed": 9889, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_9/index_7212_seed_9889_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.060669378563761714, + "vlm_logprob": -0.060669378563761714, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.060669378563761714, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14700202643871307 + ], + "opposite_logprob_tokens": [ + -2.0220019817352295 + ], + "logprob_reward": -0.14700202643871307, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14700202643871307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22314314544200897, + 0.05449208989739418, + 0.06703425943851471, + 0.07776191830635071, + 0.06311127543449402, + 0.030756544321775436, + 0.1108851283788681, + 0.16581115126609802, + 0.09775383770465851, + 0.10925067961215973 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.14700202643871307 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205290004611015 + ], + "opposite_logprob_tokens": [ + -4.264205455780029 + ], + "logprob_reward": -0.014205290004611015, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205290004611015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.639410674571991, + 0.02732931263744831, + 0.04090382903814316, + 0.027602851390838623, + 0.02340647578239441, + 0.028268571943044662, + 0.03677065670490265, + 0.07973434776067734, + 0.03828521445393562, + 0.0582880936563015 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.014205290004611015 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297159001231194 + ], + "opposite_logprob_tokens": [ + -3.773297071456909 + ], + "logprob_reward": -0.023297159001231194, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297159001231194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21508829295635223, + 0.04287620633840561, + 0.0618928037583828, + 0.07933810353279114, + 0.05806964263319969, + 0.05335504934191704, + 0.0468740351498127, + 0.28061753511428833, + 0.13174353539943695, + 0.030144859105348587 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.023297159001231194 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799247160553932 + ], + "opposite_logprob_tokens": [ + -3.529799222946167 + ], + "logprob_reward": -0.029799247160553932, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799247160553932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2171357423067093, + 0.10339811444282532, + 0.025538701564073563, + 0.05867207050323486, + 0.0672186017036438, + 0.17976276576519012, + 0.14223191142082214, + 0.1546672135591507, + 0.027667060494422913, + 0.023707853630185127 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.029799247160553932 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904317021369934 + ], + "opposite_logprob_tokens": [ + -2.464043140411377 + ], + "logprob_reward": -0.08904317021369934, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904317021369934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.824501633644104, + 0.011327258311212063, + 0.017784642055630684, + 0.009916415438055992, + 0.019362058490514755, + 0.018489865586161613, + 0.04456061124801636, + 0.02163233421742916, + 0.020359350368380547, + 0.012065873481333256 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.08904317021369934 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, filmed from a low angle, slowly and steadily zooms in, capturing an image imbued with dynamic power: a massive, mountain-like wave rises with a slow, unstoppable momentum. This wave, far from a clear liquid, possesses the rich texture of an oil painting. Its body is a blend of deep Prussian blue, indigo, and a hint of dark green, its surface crisscrossed with visible brushstrokes, as if applied directly with a palette knife. The crest of the wave, a thick mass of milky white and bluish-white foam, imbued with a sculptural physicality. Its target is a jagged, black volcanic reef ahead. In the dimming light, these rocks reflect a wet, oily sheen, a stark contrast to the matte texture of the wave. As the camera zooms in, the wave finally crashes into the solid reef with a thunderous force, sending up a spray of white and cyan, akin to the heavy brushstrokes, soaring into the sky. The entire scene is shrouded in thick, rolling dark clouds, with only a few rays of cold light penetrating the clouds to illuminate this devastating moment. The strong contrast between light and dark and the cold tones together create an epic atmosphere that is grand, magnificent and full of primitive power.", + "seed": 9890, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_9/index_7212_seed_9890_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06215671179816127, + "vlm_logprob": -0.06215671179816127, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.06215671179816127, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00615048548206687 + ], + "opposite_logprob_tokens": [ + -5.381150722503662 + ], + "logprob_reward": -0.00615048548206687, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00615048548206687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20296455919742584, + 0.06593167036771774, + 0.07352061569690704, + 0.058713242411613464, + 0.19004970788955688, + 0.06038320064544678, + 0.05470019206404686, + 0.08450490236282349, + 0.09749507904052734, + 0.11173684149980545 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.00615048548206687 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014202704653143883 + ], + "opposite_logprob_tokens": [ + -4.26420259475708 + ], + "logprob_reward": -0.014202704653143883, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014202704653143883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07863820344209671, + 0.046316783875226974, + 0.052121855318546295, + 0.04526320844888687, + 0.48989567160606384, + 0.02997937984764576, + 0.016429957002401352, + 0.03783510625362396, + 0.044613298028707504, + 0.15890662372112274 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.014202704653143883 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020590247586369514 + ], + "opposite_logprob_tokens": [ + -3.895590305328369 + ], + "logprob_reward": -0.020590247586369514, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020590247586369514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06432527303695679, + 0.027752352878451347, + 0.06452791392803192, + 0.13557831943035126, + 0.2900014817714691, + 0.04767996445298195, + 0.02558201737701893, + 0.07262607663869858, + 0.07548747211694717, + 0.19643913209438324 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.020590247586369514 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703996896743774 + ], + "opposite_logprob_tokens": [ + -2.127039909362793 + ], + "logprob_reward": -0.12703996896743774, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703996896743774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11606505513191223, + 0.13039179146289825, + 0.052467670291662216, + 0.097288116812706, + 0.12417764216661453, + 0.04410765692591667, + 0.06329178810119629, + 0.0812966600060463, + 0.10394242405891418, + 0.18697120249271393 + ], + "top_frames": [ + 9, + 1, + 4 + ], + "selected_reward": -0.12703996896743774 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280015230178833 + ], + "opposite_logprob_tokens": [ + -2.0178000926971436 + ], + "logprob_reward": -0.14280015230178833, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14280015230178833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16704267263412476, + 0.2109375298023224, + 0.09267816692590714, + 0.19152414798736572, + 0.03867361694574356, + 0.04191960021853447, + 0.0665779858827591, + 0.041694000363349915, + 0.05408685654401779, + 0.09486538916826248 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.14280015230178833 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, filmed from a low angle, slowly and steadily zooms in, capturing an image imbued with dynamic power: a massive, mountain-like wave rises with a slow, unstoppable momentum. This wave, far from a clear liquid, possesses the rich texture of an oil painting. Its body is a blend of deep Prussian blue, indigo, and a hint of dark green, its surface crisscrossed with visible brushstrokes, as if applied directly with a palette knife. The crest of the wave, a thick mass of milky white and bluish-white foam, imbued with a sculptural physicality. Its target is a jagged, black volcanic reef ahead. In the dimming light, these rocks reflect a wet, oily sheen, a stark contrast to the matte texture of the wave. As the camera zooms in, the wave finally crashes into the solid reef with a thunderous force, sending up a spray of white and cyan, akin to the heavy brushstrokes, soaring into the sky. The entire scene is shrouded in thick, rolling dark clouds, with only a few rays of cold light penetrating the clouds to illuminate this devastating moment. The strong contrast between light and dark and the cold tones together create an epic atmosphere that is grand, magnificent and full of primitive power.", + "seed": 9891, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_9/index_7212_seed_9891_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05566415041685104, + "vlm_logprob": -0.05566415041685104, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.05566415041685104, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00745538342744112 + ], + "opposite_logprob_tokens": [ + -5.132455348968506 + ], + "logprob_reward": -0.00745538342744112, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00745538342744112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2846270799636841, + 0.0832328274846077, + 0.03195143863558769, + 0.10252579301595688, + 0.08548364043235779, + 0.102525994181633, + 0.05041460320353508, + 0.11194933950901031, + 0.07732255756855011, + 0.06996674835681915 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.00745538342744112 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980595827102661 + ], + "opposite_logprob_tokens": [ + -3.529805898666382 + ], + "logprob_reward": -0.02980595827102661, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980595827102661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1837506890296936, + 0.09753639250993729, + 0.07012800872325897, + 0.07105565071105957, + 0.07462886720895767, + 0.059760354459285736, + 0.03457080200314522, + 0.06655256450176239, + 0.08327970653772354, + 0.2587369680404663 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.02980595827102661 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545241974294186 + ], + "opposite_logprob_tokens": [ + -4.387545108795166 + ], + "logprob_reward": -0.012545241974294186, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545241974294186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3516952097415924, + 0.10633275657892227, + 0.03180359676480293, + 0.0531555712223053, + 0.10614866018295288, + 0.06434202939271927, + 0.030306585133075714, + 0.062043361365795135, + 0.043321020901203156, + 0.15085123479366302 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.012545241974294186 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798633635044098 + ], + "opposite_logprob_tokens": [ + -1.8048633337020874 + ], + "logprob_reward": -0.1798633635044098, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798633635044098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1852068305015564, + 0.09058737009763718, + 0.08042886853218079, + 0.07149987667798996, + 0.2345758080482483, + 0.05783604457974434, + 0.06658053398132324, + 0.09830967336893082, + 0.04344599321484566, + 0.07152903825044632 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.1798633635044098 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865080490708351 + ], + "opposite_logprob_tokens": [ + -3.0486507415771484 + ], + "logprob_reward": -0.04865080490708351, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865080490708351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7449338436126709, + 0.04250948876142502, + 0.015745462849736214, + 0.017676135525107384, + 0.033751484006643295, + 0.05941799283027649, + 0.015568052418529987, + 0.01953785866498947, + 0.01650957018136978, + 0.03435009345412254 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.04865080490708351 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, filmed from a low angle, slowly and steadily zooms in, capturing an image imbued with dynamic power: a massive, mountain-like wave rises with a slow, unstoppable momentum. This wave, far from a clear liquid, possesses the rich texture of an oil painting. Its body is a blend of deep Prussian blue, indigo, and a hint of dark green, its surface crisscrossed with visible brushstrokes, as if applied directly with a palette knife. The crest of the wave, a thick mass of milky white and bluish-white foam, imbued with a sculptural physicality. Its target is a jagged, black volcanic reef ahead. In the dimming light, these rocks reflect a wet, oily sheen, a stark contrast to the matte texture of the wave. As the camera zooms in, the wave finally crashes into the solid reef with a thunderous force, sending up a spray of white and cyan, akin to the heavy brushstrokes, soaring into the sky. The entire scene is shrouded in thick, rolling dark clouds, with only a few rays of cold light penetrating the clouds to illuminate this devastating moment. The strong contrast between light and dark and the cold tones together create an epic atmosphere that is grand, magnificent and full of primitive power.", + "seed": 9892, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000113/group_9/index_7212_seed_9892_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09175395239144564, + "vlm_logprob": -0.09175395239144564, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.09175395239144564, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02460419572889805 + ], + "opposite_logprob_tokens": [ + -3.774604082107544 + ], + "logprob_reward": -0.02460419572889805, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02460419572889805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12668929994106293, + 0.08604306727647781, + 0.05727151036262512, + 0.02331789769232273, + 0.046573299914598465, + 0.05391532555222511, + 0.03872885927557945, + 0.053071897476911545, + 0.31911909580230713, + 0.19526974856853485 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.02460419572889805 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085587553679943 + ], + "opposite_logprob_tokens": [ + -4.511085510253906 + ], + "logprob_reward": -0.011085587553679943, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085587553679943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25288334488868713, + 0.09333226084709167, + 0.11347274482250214, + 0.027205122634768486, + 0.023461949080228806, + 0.024113459512591362, + 0.03499874845147133, + 0.04965699091553688, + 0.19629916548728943, + 0.18457619845867157 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.011085587553679943 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059129998087883 + ], + "opposite_logprob_tokens": [ + -3.8955912590026855 + ], + "logprob_reward": -0.02059129998087883, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059129998087883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1854695826768875, + 0.08445212990045547, + 0.1311405897140503, + 0.06388264149427414, + 0.059263553470373154, + 0.034519314765930176, + 0.028084304183721542, + 0.04002165049314499, + 0.04649816453456879, + 0.32666802406311035 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.02059129998087883 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902877569198608 + ], + "opposite_logprob_tokens": [ + -2.464028835296631 + ], + "logprob_reward": -0.08902877569198608, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902877569198608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26275843381881714, + 0.0929877907037735, + 0.29877859354019165, + 0.017152875661849976, + 0.015243373811244965, + 0.025205355137586594, + 0.042964786291122437, + 0.04450034722685814, + 0.14729686081409454, + 0.05311160534620285 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.08902877569198608 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a massive wave rising towards a jagged black volcanic reef?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the wave have the texture of an oil painting with visible brushstrokes and a palette knife application style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the wave colored with deep Prussian blue, indigo, and a hint of dark green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a low-angle long shot and slowly zoom in steadily?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in thick dark clouds with only a few rays of cold light penetrating them?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134599030017853 + ], + "opposite_logprob_tokens": [ + -1.313459873199463 + ], + "logprob_reward": -0.3134599030017853, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134599030017853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11909063160419464, + 0.33597174286842346, + 0.04159555956721306, + 0.04988924786448479, + 0.044962991029024124, + 0.09658858925104141, + 0.03218719735741615, + 0.029957275837659836, + 0.01981075294315815, + 0.22994594275951385 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.3134599030017853 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_0/index_tensor([4438, 4438])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_0/index_tensor([4438, 4438])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f9a4f7340d933c0e43a71364a26b2662fa94189a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_0/index_tensor([4438, 4438])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, top-down shot positioned directly overhead captures a mesmerizing scene with lifelike detail. A perfect blob of thick, golden-amber honey rests on a black, perfectly polished, and highly reflective countertop, resembling black obsidian. Soft, directed studio light from outside the camera casts brilliant, specular highlights on the honey's smooth surface, while its translucent bulk glows from within, revealing subtle internal ripples. Under its immense weight, the blob begins to slowly and deliberately deform, its leading edge creeping forward with the authentic, viscous flow. The honey lazily stretches, thins, and becomes more transparent at the advancing front, while the main body sags, forming a thick, syrupy trail. The dark countertop reflects the distorted, elongated reflections of the golden substance, enhancing the sense of depth and texture, creating a tranquil, focused, and almost hypnotic atmosphere that celebrates the simple, beautiful physics of fluid motion.", + "seed": 5525, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_0/index_4438_seed_5525_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.023979485989548265, + "vlm_logprob": -0.023979485989548265, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.023979485989548265, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0807291567325592 + ], + "opposite_logprob_tokens": [ + -2.7057292461395264 + ], + "logprob_reward": -0.0807291567325592, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0807291567325592, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3355461657047272, + 0.04043761268258095, + 0.03088078647851944, + 0.037523303180933, + 0.051647067070007324, + 0.03466160595417023, + 0.0387478731572628, + 0.09657009690999985, + 0.040098194032907486, + 0.29388734698295593 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0807291567325592 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011105747893452644 + ], + "opposite_logprob_tokens": [ + -4.511105537414551 + ], + "logprob_reward": -0.011105747893452644, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011105747893452644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39021235704421997, + 0.12285506725311279, + 0.1014653667807579, + 0.08311808109283447, + 0.05704846233129501, + 0.06896842271089554, + 0.024442173540592194, + 0.05676174908876419, + 0.03706393018364906, + 0.05806436762213707 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.011105747893452644 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028278145473450422 + ], + "opposite_logprob_tokens": [ + -5.8778276443481445 + ], + "logprob_reward": -0.0028278145473450422, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028278145473450422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30565816164016724, + 0.17777161300182343, + 0.12526722252368927, + 0.04974532872438431, + 0.026803521439433098, + 0.13464967906475067, + 0.015305501408874989, + 0.02076270803809166, + 0.028479091823101044, + 0.11555716395378113 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0028278145473450422 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023290986195206642 + ], + "opposite_logprob_tokens": [ + -3.7732908725738525 + ], + "logprob_reward": -0.023290986195206642, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023290986195206642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37232616543769836, + 0.04087981954216957, + 0.02901974879205227, + 0.05858476459980011, + 0.03541259840130806, + 0.08003074675798416, + 0.03391274809837341, + 0.06360755115747452, + 0.047016795724630356, + 0.23920899629592896 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.023290986195206642 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019437245791777968 + ], + "opposite_logprob_tokens": [ + -6.251943588256836 + ], + "logprob_reward": -0.0019437245791777968, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019437245791777968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43297526240348816, + 0.05482790246605873, + 0.08212481439113617, + 0.0505092553794384, + 0.061922378838062286, + 0.01699226163327694, + 0.05021265521645546, + 0.03947649523615837, + 0.05038852617144585, + 0.16057033836841583 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0019437245791777968 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, top-down shot positioned directly overhead captures a mesmerizing scene with lifelike detail. A perfect blob of thick, golden-amber honey rests on a black, perfectly polished, and highly reflective countertop, resembling black obsidian. Soft, directed studio light from outside the camera casts brilliant, specular highlights on the honey's smooth surface, while its translucent bulk glows from within, revealing subtle internal ripples. Under its immense weight, the blob begins to slowly and deliberately deform, its leading edge creeping forward with the authentic, viscous flow. The honey lazily stretches, thins, and becomes more transparent at the advancing front, while the main body sags, forming a thick, syrupy trail. The dark countertop reflects the distorted, elongated reflections of the golden substance, enhancing the sense of depth and texture, creating a tranquil, focused, and almost hypnotic atmosphere that celebrates the simple, beautiful physics of fluid motion.", + "seed": 5526, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_0/index_4438_seed_5526_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05970183652825654, + "vlm_logprob": -0.05970183652825654, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.05970183652825654, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.261613667011261 + ], + "opposite_logprob_tokens": [ + -1.5116136074066162 + ], + "logprob_reward": -0.261613667011261, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.261613667011261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3870808780193329, + 0.0695885494351387, + 0.03586915507912636, + 0.06278152763843536, + 0.08397907018661499, + 0.1024441197514534, + 0.1378718763589859, + 0.0304560586810112, + 0.031547341495752335, + 0.05838146060705185 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.261613667011261 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011104097589850426 + ], + "opposite_logprob_tokens": [ + -4.511104106903076 + ], + "logprob_reward": -0.011104097589850426, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011104097589850426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3080424666404724, + 0.08113426715135574, + 0.06535884737968445, + 0.045321688055992126, + 0.08656390011310577, + 0.03351155295968056, + 0.18545490503311157, + 0.048785969614982605, + 0.03994303569197655, + 0.10588337481021881 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.011104097589850426 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011092189699411392 + ], + "opposite_logprob_tokens": [ + -4.511092185974121 + ], + "logprob_reward": -0.011092189699411392, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011092189699411392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38464444875717163, + 0.027201291173696518, + 0.020203545689582825, + 0.02889850176870823, + 0.3014637529850006, + 0.024798717349767685, + 0.03446854278445244, + 0.024846874177455902, + 0.01711357943713665, + 0.13636071979999542 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.011092189699411392 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081579141318798 + ], + "opposite_logprob_tokens": [ + -4.511081695556641 + ], + "logprob_reward": -0.011081579141318798, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081579141318798, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3058578073978424, + 0.07174898684024811, + 0.07768338918685913, + 0.09370722621679306, + 0.059996407479047775, + 0.10920506715774536, + 0.056382205337285995, + 0.0333821102976799, + 0.08550163358449936, + 0.10653509944677353 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.011081579141318798 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036176491994410753 + ], + "opposite_logprob_tokens": [ + -5.628617763519287 + ], + "logprob_reward": -0.0036176491994410753, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036176491994410753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.722452700138092, + 0.03678372502326965, + 0.023860406130552292, + 0.018944770097732544, + 0.01659940928220749, + 0.012138084508478642, + 0.06832684576511383, + 0.032565537840127945, + 0.01611081138253212, + 0.05221765488386154 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.0036176491994410753 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, top-down shot positioned directly overhead captures a mesmerizing scene with lifelike detail. A perfect blob of thick, golden-amber honey rests on a black, perfectly polished, and highly reflective countertop, resembling black obsidian. Soft, directed studio light from outside the camera casts brilliant, specular highlights on the honey's smooth surface, while its translucent bulk glows from within, revealing subtle internal ripples. Under its immense weight, the blob begins to slowly and deliberately deform, its leading edge creeping forward with the authentic, viscous flow. The honey lazily stretches, thins, and becomes more transparent at the advancing front, while the main body sags, forming a thick, syrupy trail. The dark countertop reflects the distorted, elongated reflections of the golden substance, enhancing the sense of depth and texture, creating a tranquil, focused, and almost hypnotic atmosphere that celebrates the simple, beautiful physics of fluid motion.", + "seed": 5527, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_0/index_4438_seed_5527_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02368304654955864, + "vlm_logprob": -0.02368304654955864, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.02368304654955864, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05875861644744873 + ], + "opposite_logprob_tokens": [ + -3.1837587356567383 + ], + "logprob_reward": -0.05875861644744873, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.05875861644744873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09007757157087326, + 0.1336561143398285, + 0.07350345700979233, + 0.06149047985672951, + 0.044444359838962555, + 0.0678958147764206, + 0.15712152421474457, + 0.08094785362482071, + 0.11146798729896545, + 0.17939481139183044 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.05875861644744873 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023314859718084335 + ], + "opposite_logprob_tokens": [ + -3.773314952850342 + ], + "logprob_reward": -0.023314859718084335, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023314859718084335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12906357645988464, + 0.12552456557750702, + 0.0568077452480793, + 0.06819557398557663, + 0.055380091071128845, + 0.06434587389230728, + 0.1351863592863083, + 0.1754579246044159, + 0.12211678922176361, + 0.06792154163122177 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.023314859718084335 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026361288502812386 + ], + "opposite_logprob_tokens": [ + -3.6513612270355225 + ], + "logprob_reward": -0.026361288502812386, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026361288502812386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29718512296676636, + 0.0704275593161583, + 0.17626440525054932, + 0.041096411645412445, + 0.015183987095952034, + 0.03509334474802017, + 0.031846221536397934, + 0.06373625248670578, + 0.20784784853458405, + 0.06131884828209877 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.026361288502812386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864359550178051 + ], + "opposite_logprob_tokens": [ + -4.758643627166748 + ], + "logprob_reward": -0.00864359550178051, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864359550178051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33110126852989197, + 0.10579794645309448, + 0.04775000736117363, + 0.0798560306429863, + 0.028889695182442665, + 0.06596875190734863, + 0.06505995243787766, + 0.10201313346624374, + 0.05373449996113777, + 0.11982879042625427 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.00864359550178051 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013368725776672363 + ], + "opposite_logprob_tokens": [ + -6.626337051391602 + ], + "logprob_reward": -0.0013368725776672363, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013368725776672363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2464638650417328, + 0.16876889765262604, + 0.11233130097389221, + 0.08795015513896942, + 0.02344973012804985, + 0.030668964609503746, + 0.06257408857345581, + 0.0780307948589325, + 0.08874136954545975, + 0.10102081298828125 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0013368725776672363 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, top-down shot positioned directly overhead captures a mesmerizing scene with lifelike detail. A perfect blob of thick, golden-amber honey rests on a black, perfectly polished, and highly reflective countertop, resembling black obsidian. Soft, directed studio light from outside the camera casts brilliant, specular highlights on the honey's smooth surface, while its translucent bulk glows from within, revealing subtle internal ripples. Under its immense weight, the blob begins to slowly and deliberately deform, its leading edge creeping forward with the authentic, viscous flow. The honey lazily stretches, thins, and becomes more transparent at the advancing front, while the main body sags, forming a thick, syrupy trail. The dark countertop reflects the distorted, elongated reflections of the golden substance, enhancing the sense of depth and texture, creating a tranquil, focused, and almost hypnotic atmosphere that celebrates the simple, beautiful physics of fluid motion.", + "seed": 5528, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_0/index_4438_seed_5528_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03432371313683689, + "vlm_logprob": -0.03432371313683689, + "vlm_yes_no_margin": 4.3999999284744264, + "vlm_token_credit": -0.03432371313683689, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1373022496700287 + ], + "opposite_logprob_tokens": [ + -2.1373021602630615 + ], + "logprob_reward": -0.1373022496700287, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1373022496700287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12451017647981644, + 0.03357163071632385, + 0.03454577177762985, + 0.06214109808206558, + 0.052191201597452164, + 0.28633731603622437, + 0.09215214848518372, + 0.11400901526212692, + 0.14934894442558289, + 0.05119273066520691 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.1373022496700287 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821153610944748 + ], + "opposite_logprob_tokens": [ + -4.018211364746094 + ], + "logprob_reward": -0.01821153610944748, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01821153610944748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.321521133184433, + 0.05728837102651596, + 0.039082784205675125, + 0.030569227412343025, + 0.04091377556324005, + 0.0857720747590065, + 0.02865642122924328, + 0.0805559754371643, + 0.27607569098472595, + 0.03956454247236252 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.01821153610944748 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647258393466473 + ], + "opposite_logprob_tokens": [ + -4.758647441864014 + ], + "logprob_reward": -0.008647258393466473, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647258393466473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23775579035282135, + 0.13274511694908142, + 0.07013405114412308, + 0.0219892505556345, + 0.04585641995072365, + 0.12305013090372086, + 0.030662842094898224, + 0.02835170365869999, + 0.17241181433200836, + 0.1370428502559662 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.008647258393466473 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464052427560091 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.00464052427560091, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464052427560091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19485872983932495, + 0.0880277082324028, + 0.06258368492126465, + 0.03419351950287819, + 0.024442074820399284, + 0.08191511780023575, + 0.07816293090581894, + 0.022448614239692688, + 0.33390069007873535, + 0.07946695387363434 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.00464052427560091 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned directly overhead (top-down)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a perfect blob of thick, golden-amber honey?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the honey resting on a black, highly reflective countertop resembling obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the honey slowly deform, with its leading edge creeping forward and stretching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are brilliant specular highlights visible on the honey's surface due to soft, directed studio lighting?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028169972356408834 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.0028169972356408834, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028169972356408834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1337730586528778, + 0.1668774038553238, + 0.01887676864862442, + 0.01643349416553974, + 0.02278607338666916, + 0.27219852805137634, + 0.05328717082738876, + 0.07364559173583984, + 0.13479331135749817, + 0.10732856392860413 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.0028169972356408834 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_1/index_tensor([1184, 1184])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_1/index_tensor([1184, 1184])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1033ddd0a1ef844cf05f8338f72e79b5fbb8e9e4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_1/index_tensor([1184, 1184])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a scene steeped in dramatic, high-contrast lighting, a close-up shot from an extremely low angle, captured with the shaky feel of a handheld camera, captures a Muay Thai fighter's muscular, sweat-beaded calf, like a whip tautly released, fiercely lashing out at a suspended sepak takraw. Shot in exquisite slow-motion detail, the camera follows closely, each violent impact trembling the frame, clearly revealing the momentary, subtle deformation of the sepak takraw's rough, intricately woven rattan surface. Simultaneously, countless glistening beads of sweat are flung from the skin of the leg, transforming into countless splatters of light under the harsh overhead lighting. The background is a profound darkness, highlighting the outline of the leg and the splattering liquid. The entire scene is imbued with a sense of primal power and breathtaking dynamic tension. The cold tones are punctuated only by the warm tones of the skin and the luminous white of the sweat, creating a visual experience of focus, violence, and profound beauty.", + "seed": 20626, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_1/index_1184_seed_20626_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01426577614620328, + "vlm_logprob": -0.01426577614620328, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.01426577614620328, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029540950432419777 + ], + "opposite_logprob_tokens": [ + -3.654541015625 + ], + "logprob_reward": -0.029540950432419777, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029540950432419777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17783574759960175, + 0.05448087304830551, + 0.06078564375638962, + 0.2122505009174347, + 0.0451367162168026, + 0.07701358944177628, + 0.11018852889537811, + 0.1091582328081131, + 0.045937202870845795, + 0.10721302777528763 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.029540950432419777 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020604612305760384 + ], + "opposite_logprob_tokens": [ + -3.8956046104431152 + ], + "logprob_reward": -0.020604612305760384, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020604612305760384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07811526209115982, + 0.03941790759563446, + 0.06360910087823868, + 0.17034968733787537, + 0.13232457637786865, + 0.08024515211582184, + 0.05929635837674141, + 0.15483954548835754, + 0.16232778131961823, + 0.05947462096810341 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.020604612305760384 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793094359338284 + ], + "opposite_logprob_tokens": [ + -4.634793281555176 + ], + "logprob_reward": -0.009793094359338284, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793094359338284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09056803584098816, + 0.05726538971066475, + 0.04903753474354744, + 0.08274401724338531, + 0.0669114887714386, + 0.16916699707508087, + 0.19968271255493164, + 0.15027853846549988, + 0.07220572233200073, + 0.062139566987752914 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.009793094359338284 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004646101035177708 + ], + "opposite_logprob_tokens": [ + -5.379646301269531 + ], + "logprob_reward": -0.004646101035177708, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004646101035177708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05783149600028992, + 0.06829201430082321, + 0.042596183717250824, + 0.4782393276691437, + 0.05242978408932686, + 0.04274511709809303, + 0.031128881499171257, + 0.11862104386091232, + 0.042149513959884644, + 0.06596656143665314 + ], + "top_frames": [ + 3, + 7, + 1 + ], + "selected_reward": -0.004646101035177708 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744122598320246 + ], + "opposite_logprob_tokens": [ + -5.006743907928467 + ], + "logprob_reward": -0.006744122598320246, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744122598320246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17310351133346558, + 0.04670117422938347, + 0.09723030775785446, + 0.14645247161388397, + 0.05562244728207588, + 0.06382603943347931, + 0.07567723095417023, + 0.10480989515781403, + 0.17237736284732819, + 0.0641995444893837 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.006744122598320246 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene steeped in dramatic, high-contrast lighting, a close-up shot from an extremely low angle, captured with the shaky feel of a handheld camera, captures a Muay Thai fighter's muscular, sweat-beaded calf, like a whip tautly released, fiercely lashing out at a suspended sepak takraw. Shot in exquisite slow-motion detail, the camera follows closely, each violent impact trembling the frame, clearly revealing the momentary, subtle deformation of the sepak takraw's rough, intricately woven rattan surface. Simultaneously, countless glistening beads of sweat are flung from the skin of the leg, transforming into countless splatters of light under the harsh overhead lighting. The background is a profound darkness, highlighting the outline of the leg and the splattering liquid. The entire scene is imbued with a sense of primal power and breathtaking dynamic tension. The cold tones are punctuated only by the warm tones of the skin and the luminous white of the sweat, creating a visual experience of focus, violence, and profound beauty.", + "seed": 20627, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_1/index_1184_seed_20627_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.018236161628738045, + "vlm_logprob": -0.018236161628738045, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.018236161628738045, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02394716627895832 + ], + "opposite_logprob_tokens": [ + -4.273947238922119 + ], + "logprob_reward": -0.02394716627895832, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.02394716627895832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10467367619276047, + 0.35164734721183777, + 0.0372747965157032, + 0.13595640659332275, + 0.044171493500471115, + 0.08363799005746841, + 0.03552117198705673, + 0.03593439981341362, + 0.08487484604120255, + 0.0863078311085701 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.02394716627895832 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026373712345957756 + ], + "opposite_logprob_tokens": [ + -3.6513736248016357 + ], + "logprob_reward": -0.026373712345957756, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026373712345957756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024743663147091866, + 0.7761098146438599, + 0.012389091774821281, + 0.036341313272714615, + 0.007508035749197006, + 0.01634809374809265, + 0.020549513399600983, + 0.045797914266586304, + 0.04862770810723305, + 0.011584816500544548 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.026373712345957756 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372069075703621 + ], + "opposite_logprob_tokens": [ + -3.4087207317352295 + ], + "logprob_reward": -0.03372069075703621, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372069075703621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04702749848365784, + 0.6516640186309814, + 0.029784632846713066, + 0.02598990499973297, + 0.019851531833410263, + 0.034552041441202164, + 0.030392758548259735, + 0.06782887130975723, + 0.07075096666812897, + 0.022157801315188408 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.03372069075703621 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002495748223736882 + ], + "opposite_logprob_tokens": [ + -6.002495765686035 + ], + "logprob_reward": -0.002495748223736882, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002495748223736882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06511124968528748, + 0.389067679643631, + 0.05583907663822174, + 0.04373852536082268, + 0.029704201966524124, + 0.20755596458911896, + 0.07967394590377808, + 0.04666561260819435, + 0.05451509729027748, + 0.02812863141298294 + ], + "top_frames": [ + 1, + 5, + 6 + ], + "selected_reward": -0.002495748223736882 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046434905380010605 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.0046434905380010605, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046434905380010605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052356671541929245, + 0.7909842133522034, + 0.01822022907435894, + 0.017217807471752167, + 0.040103502571582794, + 0.0242837592959404, + 0.011143136769533157, + 0.016501618549227715, + 0.016975874081254005, + 0.012213188223540783 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.0046434905380010605 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene steeped in dramatic, high-contrast lighting, a close-up shot from an extremely low angle, captured with the shaky feel of a handheld camera, captures a Muay Thai fighter's muscular, sweat-beaded calf, like a whip tautly released, fiercely lashing out at a suspended sepak takraw. Shot in exquisite slow-motion detail, the camera follows closely, each violent impact trembling the frame, clearly revealing the momentary, subtle deformation of the sepak takraw's rough, intricately woven rattan surface. Simultaneously, countless glistening beads of sweat are flung from the skin of the leg, transforming into countless splatters of light under the harsh overhead lighting. The background is a profound darkness, highlighting the outline of the leg and the splattering liquid. The entire scene is imbued with a sense of primal power and breathtaking dynamic tension. The cold tones are punctuated only by the warm tones of the skin and the luminous white of the sweat, creating a visual experience of focus, violence, and profound beauty.", + "seed": 20628, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_1/index_1184_seed_20628_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.022184674721211196, + "vlm_logprob": -0.022184674721211196, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.022184674721211196, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03342847153544426 + ], + "opposite_logprob_tokens": [ + -3.533428430557251 + ], + "logprob_reward": -0.03342847153544426, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03342847153544426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2586330473423004, + 0.1087038666009903, + 0.06300413608551025, + 0.033335644751787186, + 0.06625823676586151, + 0.03558127209544182, + 0.05442667007446289, + 0.09013090282678604, + 0.09714443981647491, + 0.19278180599212646 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.03342847153544426 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263762678951025 + ], + "opposite_logprob_tokens": [ + -3.651376247406006 + ], + "logprob_reward": -0.0263762678951025, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263762678951025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12382501363754272, + 0.05581442266702652, + 0.12320669740438461, + 0.041542451828718185, + 0.04759105294942856, + 0.03763119503855705, + 0.10210000723600388, + 0.04674452170729637, + 0.22564971446990967, + 0.19589495658874512 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0263762678951025 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371607884764671 + ], + "opposite_logprob_tokens": [ + -3.4087159633636475 + ], + "logprob_reward": -0.03371607884764671, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371607884764671, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21085026860237122, + 0.10509910434484482, + 0.2549986243247986, + 0.026397807523608208, + 0.095113605260849, + 0.04661906138062477, + 0.09151981770992279, + 0.03767743706703186, + 0.08552780747413635, + 0.04619649425148964 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.03371607884764671 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032029063440859318 + ], + "opposite_logprob_tokens": [ + -5.75320291519165 + ], + "logprob_reward": -0.0032029063440859318, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032029063440859318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2286631017923355, + 0.2111872285604477, + 0.13660278916358948, + 0.06106952577829361, + 0.03389444574713707, + 0.03036539815366268, + 0.05748574435710907, + 0.07673954963684082, + 0.07416865974664688, + 0.08982351422309875 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0032029063440859318 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419964898377657 + ], + "opposite_logprob_tokens": [ + -4.264199733734131 + ], + "logprob_reward": -0.01419964898377657, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419964898377657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18065814673900604, + 0.09673777222633362, + 0.08796201646327972, + 0.047445036470890045, + 0.03797682374715805, + 0.09954816102981567, + 0.1402103304862976, + 0.0525212399661541, + 0.07982528209686279, + 0.17711517214775085 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.01419964898377657 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene steeped in dramatic, high-contrast lighting, a close-up shot from an extremely low angle, captured with the shaky feel of a handheld camera, captures a Muay Thai fighter's muscular, sweat-beaded calf, like a whip tautly released, fiercely lashing out at a suspended sepak takraw. Shot in exquisite slow-motion detail, the camera follows closely, each violent impact trembling the frame, clearly revealing the momentary, subtle deformation of the sepak takraw's rough, intricately woven rattan surface. Simultaneously, countless glistening beads of sweat are flung from the skin of the leg, transforming into countless splatters of light under the harsh overhead lighting. The background is a profound darkness, highlighting the outline of the leg and the splattering liquid. The entire scene is imbued with a sense of primal power and breathtaking dynamic tension. The cold tones are punctuated only by the warm tones of the skin and the luminous white of the sweat, creating a visual experience of focus, violence, and profound beauty.", + "seed": 20629, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_1/index_1184_seed_20629_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03389807995408774, + "vlm_logprob": -0.03389807995408774, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.03389807995408774, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03201470896601677 + ], + "opposite_logprob_tokens": [ + -3.5320146083831787 + ], + "logprob_reward": -0.03201470896601677, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03201470896601677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12767769396305084, + 0.059986479580402374, + 0.0925348699092865, + 0.03750420734286308, + 0.03726605325937271, + 0.08917951583862305, + 0.11628255993127823, + 0.1310897022485733, + 0.09897882491350174, + 0.20950005948543549 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.03201470896601677 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062089625746011734 + ], + "opposite_logprob_tokens": [ + -2.812089681625366 + ], + "logprob_reward": -0.062089625746011734, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062089625746011734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15161652863025665, + 0.14316590130329132, + 0.0911216214299202, + 0.04785611107945442, + 0.05419561266899109, + 0.07769385725259781, + 0.15322642028331757, + 0.09933916479349136, + 0.09811144322156906, + 0.0836733803153038 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.062089625746011734 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062093883752822876 + ], + "opposite_logprob_tokens": [ + -2.81209397315979 + ], + "logprob_reward": -0.062093883752822876, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062093883752822876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10664405673742294, + 0.13333342969417572, + 0.1072121262550354, + 0.09584472328424454, + 0.052027128636837006, + 0.053853828459978104, + 0.1483963578939438, + 0.18394744396209717, + 0.04383712634444237, + 0.0749037116765976 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.062093883752822876 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004646931774914265 + ], + "opposite_logprob_tokens": [ + -5.3796467781066895 + ], + "logprob_reward": -0.004646931774914265, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004646931774914265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08497390151023865, + 0.0692036896944046, + 0.1742069572210312, + 0.034461043775081635, + 0.028183814138174057, + 0.104423388838768, + 0.26084330677986145, + 0.13998903334140778, + 0.04086525738239288, + 0.06284964084625244 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.004646931774914265 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Muay Thai fighter's muscular calf covered in sweat beads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the action a calf lashing out to strike a suspended sepak takraw ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the sepak takraw ball visibly deforming upon impact with the leg?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are sweat beads flung from the leg and shown splattering into light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a close-up from an extremely low angle with a shaky handheld camera feel?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645249530673027 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008645249530673027, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645249530673027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2196831852197647, + 0.1339559257030487, + 0.09593098610639572, + 0.04623155668377876, + 0.0770486444234848, + 0.0917324647307396, + 0.10064977407455444, + 0.09985586255788803, + 0.08812623471021652, + 0.046785369515419006 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.008645249530673027 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_10/index_tensor([5869, 5869])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_10/index_tensor([5869, 5869])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d6f2077f70507deb082716944a0cdb992b253a80 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_10/index_tensor([5869, 5869])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tightly static, horizontal close-up focuses on the round headlight of a vintage car, captured in a stylized, high-contrast black and white image. Its raised glass lens is surrounded by a gleaming chrome bezel, which reflects sharp, dazzling highlights, creating a dramatic contrast with the deep, velvety shadows of the dark, polished metal surrounding it. The headlight, motionless and resolute, projects a powerful, focused beam forward, piercing the endless blackness of the frame. Within the cone of light, tiny dust particles suspended in the air dance slowly, lending the light itself a tangible quality. The scene is hushed and imbued with the suspense of film noir and a sense of eternity frozen in time, as if the car is quietly awaiting something in a forgotten corner.", + "seed": 12388, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_10/index_5869_seed_12388_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.26925388621166346, + "vlm_logprob": -0.26925388621166346, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.26925388621166346, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006114467047154903 + ], + "opposite_logprob_tokens": [ + -5.631114482879639 + ], + "logprob_reward": -0.006114467047154903, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.006114467047154903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14561720192432404, + 0.1343543976545334, + 0.08069422841072083, + 0.02058146335184574, + 0.061833322048187256, + 0.4002537429332733, + 0.03562270849943161, + 0.022179964929819107, + 0.0653081163764, + 0.033554837107658386 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.006114467047154903 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002504785545170307 + ], + "opposite_logprob_tokens": [ + -6.002504825592041 + ], + "logprob_reward": -0.002504785545170307, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002504785545170307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11737006157636642, + 0.11013974994421005, + 0.0691356211900711, + 0.047894105315208435, + 0.030035000294446945, + 0.3514438569545746, + 0.022261351346969604, + 0.014288155362010002, + 0.1594872921705246, + 0.0779447853565216 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.002504785545170307 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134346008300781 + ], + "opposite_logprob_tokens": [ + -0.3134346306324005 + ], + "logprob_reward": -1.3134346008300781, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134346008300781, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06792816519737244, + 0.02480677329003811, + 0.01818406954407692, + 0.044816240668296814, + 0.03114350326359272, + 0.6499561667442322, + 0.00813518837094307, + 0.011322448961436749, + 0.1168220043182373, + 0.02688545547425747 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -1.3134346008300781 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059258334338665 + ], + "opposite_logprob_tokens": [ + -3.89559268951416 + ], + "logprob_reward": -0.02059258334338665, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059258334338665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08876128494739532, + 0.05124570429325104, + 0.03784614056348801, + 0.027473771944642067, + 0.01892002671957016, + 0.5737835764884949, + 0.02143063209950924, + 0.018722429871559143, + 0.10384003072977066, + 0.057976387441158295 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.02059258334338665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003622994292527437 + ], + "opposite_logprob_tokens": [ + -5.628623008728027 + ], + "logprob_reward": -0.003622994292527437, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003622994292527437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11916550248861313, + 0.05896323174238205, + 0.045687295496463776, + 0.047622933983802795, + 0.08347635716199875, + 0.10455527901649475, + 0.032965123653411865, + 0.03396925702691078, + 0.4254542887210846, + 0.048140693455934525 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.003622994292527437 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "tightly static, horizontal close-up focuses on the round headlight of a vintage car, captured in a stylized, high-contrast black and white image. Its raised glass lens is surrounded by a gleaming chrome bezel, which reflects sharp, dazzling highlights, creating a dramatic contrast with the deep, velvety shadows of the dark, polished metal surrounding it. The headlight, motionless and resolute, projects a powerful, focused beam forward, piercing the endless blackness of the frame. Within the cone of light, tiny dust particles suspended in the air dance slowly, lending the light itself a tangible quality. The scene is hushed and imbued with the suspense of film noir and a sense of eternity frozen in time, as if the car is quietly awaiting something in a forgotten corner.", + "seed": 12389, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_10/index_5869_seed_12389_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.7792620117543265, + "vlm_logprob": -0.7792620117543265, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.7792620117543265, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004693206865340471 + ], + "opposite_logprob_tokens": [ + -6.004693031311035 + ], + "logprob_reward": -0.004693206865340471, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.004693206865340471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1098199114203453, + 0.09374238550662994, + 0.09885236620903015, + 0.11456235498189926, + 0.23725266754627228, + 0.08523620665073395, + 0.24380120635032654, + 0.009319907054305077, + 0.00469333678483963, + 0.002719658659771085 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.004693206865340471 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017307315720245242 + ], + "opposite_logprob_tokens": [ + -6.376730918884277 + ], + "logprob_reward": -0.0017307315720245242, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017307315720245242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43684902787208557, + 0.028042104095220566, + 0.017788436263799667, + 0.06374723464250565, + 0.28839683532714844, + 0.054929301142692566, + 0.034910909831523895, + 0.0426492840051651, + 0.0157094094902277, + 0.016977498307824135 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.0017307315720245242 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.773275852203369 + ], + "opposite_logprob_tokens": [ + -0.023275962099432945 + ], + "logprob_reward": -3.773275852203369, + "yes_no_margin_reward": -3.75, + "token_credit_reward": -3.773275852203369, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.43481194972991943, + 0.08118551969528198, + 0.064717136323452, + 0.04375965893268585, + 0.053221847862005234, + 0.046593986451625824, + 0.07089389115571976, + 0.18565970659255981, + 0.004952790681272745, + 0.014203567057847977 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -3.773275852203369 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1004755049943924 + ], + "opposite_logprob_tokens": [ + -2.350475549697876 + ], + "logprob_reward": -0.1004755049943924, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1004755049943924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4544392228126526, + 0.08667244017124176, + 0.14909105002880096, + 0.021980613470077515, + 0.09414573758840561, + 0.01989700272679329, + 0.10170761495828629, + 0.05430791154503822, + 0.008304016664624214, + 0.009454394690692425 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.1004755049943924 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01613476313650608 + ], + "opposite_logprob_tokens": [ + -4.141134738922119 + ], + "logprob_reward": -0.01613476313650608, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01613476313650608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.370404452085495, + 0.09325198084115982, + 0.0318598710000515, + 0.017544882372021675, + 0.04757315292954445, + 0.07708992809057236, + 0.08642754703760147, + 0.24534714221954346, + 0.00826567504554987, + 0.02223537489771843 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.01613476313650608 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "tightly static, horizontal close-up focuses on the round headlight of a vintage car, captured in a stylized, high-contrast black and white image. Its raised glass lens is surrounded by a gleaming chrome bezel, which reflects sharp, dazzling highlights, creating a dramatic contrast with the deep, velvety shadows of the dark, polished metal surrounding it. The headlight, motionless and resolute, projects a powerful, focused beam forward, piercing the endless blackness of the frame. Within the cone of light, tiny dust particles suspended in the air dance slowly, lending the light itself a tangible quality. The scene is hushed and imbued with the suspense of film noir and a sense of eternity frozen in time, as if the car is quietly awaiting something in a forgotten corner.", + "seed": 12390, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_10/index_5869_seed_12390_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.148142864741385, + "vlm_logprob": -0.148142864741385, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.148142864741385, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020696278661489487 + ], + "opposite_logprob_tokens": [ + -4.14569616317749 + ], + "logprob_reward": -0.020696278661489487, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.020696278661489487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31040847301483154, + 0.31589239835739136, + 0.08035041391849518, + 0.02551017887890339, + 0.08721276372671127, + 0.048410966992378235, + 0.011273243464529514, + 0.01926586404442787, + 0.01506895013153553, + 0.08660678565502167 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.020696278661489487 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003208134789019823 + ], + "opposite_logprob_tokens": [ + -5.753208160400391 + ], + "logprob_reward": -0.003208134789019823, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003208134789019823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17876940965652466, + 0.18564076721668243, + 0.056126248091459274, + 0.05679209530353546, + 0.18441256880760193, + 0.07796631008386612, + 0.07053212076425552, + 0.0672403872013092, + 0.05551102012395859, + 0.06700899451971054 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.003208134789019823 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933974623680115 + ], + "opposite_logprob_tokens": [ + -0.6933974623680115 + ], + "logprob_reward": -0.6933974623680115, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933974623680115, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3378632664680481, + 0.13289514183998108, + 0.12150479853153229, + 0.07337086647748947, + 0.1360427886247635, + 0.034638069570064545, + 0.04571417719125748, + 0.03679557517170906, + 0.044309571385383606, + 0.03686581924557686 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.6933974623680115 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020591765642166138 + ], + "opposite_logprob_tokens": [ + -3.8955917358398438 + ], + "logprob_reward": -0.020591765642166138, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020591765642166138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2715405523777008, + 0.17077066004276276, + 0.0295040775090456, + 0.052675675600767136, + 0.07283835113048553, + 0.05756807327270508, + 0.08637913316488266, + 0.06208687275648117, + 0.09941219538450241, + 0.09722431749105453 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.020591765642166138 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028206822462379932 + ], + "opposite_logprob_tokens": [ + -5.8778204917907715 + ], + "logprob_reward": -0.0028206822462379932, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028206822462379932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3172700107097626, + 0.11979325860738754, + 0.04894399642944336, + 0.048897676169872284, + 0.19267971813678741, + 0.03270270302891731, + 0.04983755946159363, + 0.04650536924600601, + 0.02639380842447281, + 0.11697590351104736 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0028206822462379932 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "tightly static, horizontal close-up focuses on the round headlight of a vintage car, captured in a stylized, high-contrast black and white image. Its raised glass lens is surrounded by a gleaming chrome bezel, which reflects sharp, dazzling highlights, creating a dramatic contrast with the deep, velvety shadows of the dark, polished metal surrounding it. The headlight, motionless and resolute, projects a powerful, focused beam forward, piercing the endless blackness of the frame. Within the cone of light, tiny dust particles suspended in the air dance slowly, lending the light itself a tangible quality. The scene is hushed and imbued with the suspense of film noir and a sense of eternity frozen in time, as if the car is quietly awaiting something in a forgotten corner.", + "seed": 12391, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_10/index_5869_seed_12391_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.027494928962551058, + "vlm_logprob": -0.027494928962551058, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.027494928962551058, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04621461033821106 + ], + "opposite_logprob_tokens": [ + -3.1712145805358887 + ], + "logprob_reward": -0.04621461033821106, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04621461033821106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3917582929134369, + 0.15418478846549988, + 0.061188146471977234, + 0.04234118387103081, + 0.11712058633565903, + 0.03878004848957062, + 0.0877268835902214, + 0.06935151666402817, + 0.007083587348461151, + 0.030464988201856613 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.04621461033821106 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015254301251843572 + ], + "opposite_logprob_tokens": [ + -6.501525402069092 + ], + "logprob_reward": -0.0015254301251843572, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015254301251843572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12132032960653305, + 0.19399376213550568, + 0.08087494224309921, + 0.0853922888636589, + 0.0904737114906311, + 0.06581857055425644, + 0.16062641143798828, + 0.13627582788467407, + 0.026168331503868103, + 0.03905581682920456 + ], + "top_frames": [ + 1, + 6, + 7 + ], + "selected_reward": -0.0015254301251843572 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498351901769638 + ], + "opposite_logprob_tokens": [ + -2.929983615875244 + ], + "logprob_reward": -0.05498351901769638, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498351901769638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28237825632095337, + 0.0530727356672287, + 0.12271590530872345, + 0.030803358182311058, + 0.15326020121574402, + 0.059123218059539795, + 0.09935589879751205, + 0.07358721643686295, + 0.038003403693437576, + 0.08769974857568741 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.05498351901769638 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370628505945206 + ], + "opposite_logprob_tokens": [ + -3.4087061882019043 + ], + "logprob_reward": -0.03370628505945206, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370628505945206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06555894762277603, + 0.2279091775417328, + 0.06619315594434738, + 0.023430071771144867, + 0.4708280563354492, + 0.0807764008641243, + 0.0210596714168787, + 0.014655995182693005, + 0.014395703561604023, + 0.015192821621894836 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.03370628505945206 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the image presented in black and white with high contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a round headlight with a raised glass lens surrounded by a chrome bezel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a beam of light projecting forward into darkness with visible dust particles dancing within it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera framing a tightly static horizontal close-up of the headlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there deep, velvety shadows contrasting with the gleaming chrome and sharp highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010448002722114325 + ], + "opposite_logprob_tokens": [ + -6.876044750213623 + ], + "logprob_reward": -0.0010448002722114325, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010448002722114325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11683815717697144, + 0.10223521292209625, + 0.08760341256856918, + 0.17382651567459106, + 0.10134735703468323, + 0.051450036466121674, + 0.1658753752708435, + 0.12786242365837097, + 0.02183496206998825, + 0.051126495003700256 + ], + "top_frames": [ + 3, + 6, + 7 + ], + "selected_reward": -0.0010448002722114325 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_11/index_tensor([9175, 9175])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_11/index_tensor([9175, 9175])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a43d31238cb631f482562fe57c8a9ed3611267e2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_11/index_tensor([9175, 9175])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot captures the scene, the camera slowly and steadily panning right, tracking the majestic movement of the ocean on a secluded beach beneath a moonless, starlit night sky. A powerful wave surges from the inky black sea, its translucent interior illuminated by a vibrant network of electric blue bioluminescence, transforming the invisible plankton into a pulsating web of light. As the wave reaches its crest, the light intensifies to a brilliant cyan before crashing violently against the shore, exploding into a spectacular display of luminous foam and sparkling droplets. The water then rapidly spreads over the dark, damp sand, which, like a black mirror, reflects an ethereal glow. As the tide recedes, an intricate, branching pattern of light is left on the beach, like a fading constellation. Individual points of light shimmer and pulsate before being withdrawn into darkness, creating an atmosphere of deep tranquility and magical wonder—a natural spectacle.", + "seed": 6664, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_11/index_9175_seed_6664_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0922478108201176, + "vlm_logprob": -0.0922478108201176, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.0922478108201176, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43129923939704895 + ], + "opposite_logprob_tokens": [ + -1.0562992095947266 + ], + "logprob_reward": -0.43129923939704895, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43129923939704895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17575879395008087, + 0.03909117355942726, + 0.14914099872112274, + 0.10301238298416138, + 0.02680930122733116, + 0.08841337263584137, + 0.23128952085971832, + 0.03467516601085663, + 0.1103883907198906, + 0.04142087697982788 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.43129923939704895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646667934954166 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.008646667934954166, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646667934954166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1493917554616928, + 0.03486311808228493, + 0.3425452411174774, + 0.11959215253591537, + 0.05551204830408096, + 0.05094897374510765, + 0.09369915723800659, + 0.04924497380852699, + 0.04206984490156174, + 0.06213269382715225 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.008646667934954166 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012530997395515442 + ], + "opposite_logprob_tokens": [ + -4.38753080368042 + ], + "logprob_reward": -0.012530997395515442, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012530997395515442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06865910440683365, + 0.019322728738188744, + 0.16595520079135895, + 0.031125608831644058, + 0.07053963840007782, + 0.05966896191239357, + 0.34806281328201294, + 0.18271926045417786, + 0.026558589190244675, + 0.027388056740164757 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.012530997395515442 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028204445261508226 + ], + "opposite_logprob_tokens": [ + -5.8778204917907715 + ], + "logprob_reward": -0.0028204445261508226, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028204445261508226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1099858209490776, + 0.06024167314171791, + 0.35082653164863586, + 0.09268593043088913, + 0.08305007964372635, + 0.1003250852227211, + 0.041862934827804565, + 0.07752406597137451, + 0.04118766635656357, + 0.0423102006316185 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.0028204445261508226 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005941704846918583 + ], + "opposite_logprob_tokens": [ + -5.130941867828369 + ], + "logprob_reward": -0.005941704846918583, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005941704846918583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1716919094324112, + 0.030884413048624992, + 0.24894407391548157, + 0.06058197468519211, + 0.024537857621908188, + 0.053060006350278854, + 0.15499462187290192, + 0.1621757298707962, + 0.032330919057130814, + 0.060798466205596924 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.005941704846918583 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot captures the scene, the camera slowly and steadily panning right, tracking the majestic movement of the ocean on a secluded beach beneath a moonless, starlit night sky. A powerful wave surges from the inky black sea, its translucent interior illuminated by a vibrant network of electric blue bioluminescence, transforming the invisible plankton into a pulsating web of light. As the wave reaches its crest, the light intensifies to a brilliant cyan before crashing violently against the shore, exploding into a spectacular display of luminous foam and sparkling droplets. The water then rapidly spreads over the dark, damp sand, which, like a black mirror, reflects an ethereal glow. As the tide recedes, an intricate, branching pattern of light is left on the beach, like a fading constellation. Individual points of light shimmer and pulsate before being withdrawn into darkness, creating an atmosphere of deep tranquility and magical wonder—a natural spectacle.", + "seed": 6665, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_11/index_9175_seed_6665_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17728559114038944, + "vlm_logprob": -0.17728559114038944, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.17728559114038944, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7589468955993652 + ], + "opposite_logprob_tokens": [ + -0.6339468955993652 + ], + "logprob_reward": -0.7589468955993652, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7589468955993652, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18446755409240723, + 0.498727023601532, + 0.07583272457122803, + 0.08020661771297455, + 0.022531524300575256, + 0.032948087900877, + 0.012533823028206825, + 0.011075122281908989, + 0.019372202455997467, + 0.06230533868074417 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.7589468955993652 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300651460886 + ], + "opposite_logprob_tokens": [ + -3.7733006477355957 + ], + "logprob_reward": -0.023300651460886, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300651460886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1939118504524231, + 0.36216792464256287, + 0.06673044711351395, + 0.03159051015973091, + 0.0688837468624115, + 0.10437829792499542, + 0.04539129510521889, + 0.03107091598212719, + 0.03573329374194145, + 0.060141660273075104 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.023300651460886 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895970344543457 + ], + "opposite_logprob_tokens": [ + -2.5789597034454346 + ], + "logprob_reward": -0.07895970344543457, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895970344543457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1643952876329422, + 0.37061992287635803, + 0.13671213388442993, + 0.09345358610153198, + 0.04651680961251259, + 0.03496270626783371, + 0.043321527540683746, + 0.03135332092642784, + 0.03138325363397598, + 0.04728149250149727 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.07895970344543457 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004646338522434235 + ], + "opposite_logprob_tokens": [ + -5.379646301269531 + ], + "logprob_reward": -0.004646338522434235, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004646338522434235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1517314463853836, + 0.5817001461982727, + 0.045833248645067215, + 0.06164737045764923, + 0.02714184671640396, + 0.025666099041700363, + 0.008845113217830658, + 0.025144506245851517, + 0.033028583973646164, + 0.03926171734929085 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.004646338522434235 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057436667382717 + ], + "opposite_logprob_tokens": [ + -3.8955743312835693 + ], + "logprob_reward": -0.02057436667382717, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057436667382717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20285873115062714, + 0.42101892828941345, + 0.06445705145597458, + 0.04117770493030548, + 0.05754832178354263, + 0.02920912764966488, + 0.024471493437886238, + 0.05307270213961601, + 0.06306029856204987, + 0.04312558472156525 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.02057436667382717 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot captures the scene, the camera slowly and steadily panning right, tracking the majestic movement of the ocean on a secluded beach beneath a moonless, starlit night sky. A powerful wave surges from the inky black sea, its translucent interior illuminated by a vibrant network of electric blue bioluminescence, transforming the invisible plankton into a pulsating web of light. As the wave reaches its crest, the light intensifies to a brilliant cyan before crashing violently against the shore, exploding into a spectacular display of luminous foam and sparkling droplets. The water then rapidly spreads over the dark, damp sand, which, like a black mirror, reflects an ethereal glow. As the tide recedes, an intricate, branching pattern of light is left on the beach, like a fading constellation. Individual points of light shimmer and pulsate before being withdrawn into darkness, creating an atmosphere of deep tranquility and magical wonder—a natural spectacle.", + "seed": 6666, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_11/index_9175_seed_6666_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17356461379677057, + "vlm_logprob": -0.17356461379677057, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.17356461379677057, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7608814239501953 + ], + "opposite_logprob_tokens": [ + -0.6358814239501953 + ], + "logprob_reward": -0.7608814239501953, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7608814239501953, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.8121834397315979, + 0.027033569291234016, + 0.012581470422446728, + 0.007683772128075361, + 0.012690115720033646, + 0.015814682468771935, + 0.01994945853948593, + 0.021690748631954193, + 0.035547804087400436, + 0.034824974834918976 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.7608814239501953 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012551246210932732 + ], + "opposite_logprob_tokens": [ + -4.387551307678223 + ], + "logprob_reward": -0.012551246210932732, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012551246210932732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2041611522436142, + 0.06044374778866768, + 0.17392928898334503, + 0.07934004813432693, + 0.09697442501783371, + 0.04944653809070587, + 0.0661483034491539, + 0.06745021045207977, + 0.05433134734630585, + 0.14777487516403198 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.012551246210932732 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900107443332672 + ], + "opposite_logprob_tokens": [ + -2.464001178741455 + ], + "logprob_reward": -0.08900107443332672, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900107443332672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19506768882274628, + 0.08112262934446335, + 0.13818353414535522, + 0.09702025353908539, + 0.06466887146234512, + 0.10681494325399399, + 0.10842764377593994, + 0.05280749872326851, + 0.0605725534260273, + 0.09531443566083908 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.08900107443332672 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031948259565979242 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031948259565979242, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031948259565979242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6823610663414001, + 0.040067415684461594, + 0.05560401454567909, + 0.02117082104086876, + 0.04168497398495674, + 0.032945290207862854, + 0.02549830451607704, + 0.02271893434226513, + 0.0395149402320385, + 0.038434214890003204 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.0031948259565979242 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021944984328001738 + ], + "opposite_logprob_tokens": [ + -6.127194404602051 + ], + "logprob_reward": -0.0021944984328001738, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021944984328001738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.366347998380661, + 0.022485805675387383, + 0.08297953009605408, + 0.025718551129102707, + 0.09184683114290237, + 0.1837180256843567, + 0.0395735464990139, + 0.08110852539539337, + 0.04144986718893051, + 0.06477129459381104 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.0021944984328001738 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot captures the scene, the camera slowly and steadily panning right, tracking the majestic movement of the ocean on a secluded beach beneath a moonless, starlit night sky. A powerful wave surges from the inky black sea, its translucent interior illuminated by a vibrant network of electric blue bioluminescence, transforming the invisible plankton into a pulsating web of light. As the wave reaches its crest, the light intensifies to a brilliant cyan before crashing violently against the shore, exploding into a spectacular display of luminous foam and sparkling droplets. The water then rapidly spreads over the dark, damp sand, which, like a black mirror, reflects an ethereal glow. As the tide recedes, an intricate, branching pattern of light is left on the beach, like a fading constellation. Individual points of light shimmer and pulsate before being withdrawn into darkness, creating an atmosphere of deep tranquility and magical wonder—a natural spectacle.", + "seed": 6667, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_11/index_9175_seed_6667_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09370825155638159, + "vlm_logprob": -0.09370825155638159, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.09370825155638159, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.39062273502349854 + ], + "opposite_logprob_tokens": [ + -1.1406227350234985 + ], + "logprob_reward": -0.39062273502349854, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.39062273502349854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05846667289733887, + 0.06761033833026886, + 0.061789918690919876, + 0.051525045186281204, + 0.06897291541099548, + 0.047467075288295746, + 0.22372236847877502, + 0.019073067232966423, + 0.08324194699525833, + 0.3181307017803192 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.39062273502349854 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607646234333515 + ], + "opposite_logprob_tokens": [ + -4.141076564788818 + ], + "logprob_reward": -0.01607646234333515, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607646234333515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08996465802192688, + 0.04990573599934578, + 0.042689111083745956, + 0.029941029846668243, + 0.0929606705904007, + 0.02723238617181778, + 0.07099597156047821, + 0.047723688185214996, + 0.2317809909582138, + 0.31680572032928467 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.01607646234333515 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054930150508880615 + ], + "opposite_logprob_tokens": [ + -2.9299302101135254 + ], + "logprob_reward": -0.054930150508880615, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054930150508880615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13955101370811462, + 0.03611895069479942, + 0.09992396831512451, + 0.07859821617603302, + 0.13534443080425262, + 0.06579895317554474, + 0.1878310590982437, + 0.031109385192394257, + 0.17083916068077087, + 0.05488479882478714 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.054930150508880615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028212766628712416 + ], + "opposite_logprob_tokens": [ + -5.877821445465088 + ], + "logprob_reward": -0.0028212766628712416, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028212766628712416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07333274185657501, + 0.03876190260052681, + 0.05018584430217743, + 0.06109985336661339, + 0.08665583282709122, + 0.037625979632139206, + 0.038948558270931244, + 0.025359803810715675, + 0.40740424394607544, + 0.18062518537044525 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.0028212766628712416 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on a secluded beach at a moonless, starlit night?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly and steadily pan to the right while tracking the ocean?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a powerful wave shown surging with electric blue bioluminescence that turns cyan at the crest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the receding water leave an intricate, branching pattern of light on the dark sand?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040906332433223724 + ], + "opposite_logprob_tokens": [ + -5.504090785980225 + ], + "logprob_reward": -0.0040906332433223724, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040906332433223724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061231885105371475, + 0.05585954338312149, + 0.05564652383327484, + 0.037763360887765884, + 0.20949935913085938, + 0.041688866913318634, + 0.0770433247089386, + 0.0712452158331871, + 0.2876511812210083, + 0.10237078368663788 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.0040906332433223724 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_12/index_tensor([2563, 2563])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_12/index_tensor([2563, 2563])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5b694353497d106d41950c099ee5be9453e99ca0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_12/index_tensor([2563, 2563])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle close-up captures a sturdy Siberian husky, its head thrown back high, as it lets out a long, powerful howl into the grayish-white sky. The husky's thick, shaggy black and white coat is speckled with glittering snowflakes. Its icy blue eyes narrow slightly as it howls with concentration, a call full of feral energy. As the howl cascades, a distinct, thick, white mist gushes continuously from its mouth, stretched wide open by the effort. This mist quickly condenses in the bitterly cold air, forming a fleeting, spectacular cloud before slowly dissipating. It finds itself in a vast expanse of ice and snow, a thick, untouched blanket of pristine white beneath its feet, and a sparse, frost-covered coniferous forest in the background. The low-slanting winter sun casts a cold light, tinging the entire scene with a light blue hue. At the same time, it outlines a circle of bright contour light on the edge of the Husky's fur and the white mist exhaled. The whole picture is quiet and powerful, conveying a sense of primitive, lonely and vital grandeur.", + "seed": 18233, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_12/index_2563_seed_18233_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0047950167441740636, + "vlm_logprob": -0.0047950167441740636, + "vlm_yes_no_margin": 5.6, + "vlm_token_credit": -0.0047950167441740636, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012123704887926579 + ], + "opposite_logprob_tokens": [ + -4.5121235847473145 + ], + "logprob_reward": -0.012123704887926579, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012123704887926579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15764005482196808, + 0.05346456915140152, + 0.01579677127301693, + 0.45727381110191345, + 0.03261708840727806, + 0.0658169761300087, + 0.026550209149718285, + 0.07055670768022537, + 0.04678481072187424, + 0.07349901646375656 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.012123704887926579 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019482456846162677 + ], + "opposite_logprob_tokens": [ + -6.251948356628418 + ], + "logprob_reward": -0.0019482456846162677, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019482456846162677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.169014111161232, + 0.048698484897613525, + 0.03197593614459038, + 0.39350253343582153, + 0.04616978392004967, + 0.1259426325559616, + 0.053771838545799255, + 0.0648089349269867, + 0.031106168404221535, + 0.03500952199101448 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.0019482456846162677 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097163211554289 + ], + "opposite_logprob_tokens": [ + -5.504096984863281 + ], + "logprob_reward": -0.004097163211554289, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097163211554289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20424938201904297, + 0.055419038981199265, + 0.06410644203424454, + 0.38668984174728394, + 0.0571729801595211, + 0.023043612018227577, + 0.08707831799983978, + 0.0654568299651146, + 0.022385478019714355, + 0.03439808636903763 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.004097163211554289 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00361218536272645 + ], + "opposite_logprob_tokens": [ + -5.628612041473389 + ], + "logprob_reward": -0.00361218536272645, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00361218536272645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2820698618888855, + 0.028274305164813995, + 0.026819288730621338, + 0.4090092182159424, + 0.04297160357236862, + 0.06673899292945862, + 0.02354881353676319, + 0.017340710386633873, + 0.08351225405931473, + 0.019714955240488052 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.00361218536272645 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002193784574046731 + ], + "opposite_logprob_tokens": [ + -6.127193927764893 + ], + "logprob_reward": -0.002193784574046731, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002193784574046731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30433520674705505, + 0.07377694547176361, + 0.040367938578128815, + 0.2747810482978821, + 0.03887486085295677, + 0.049094490706920624, + 0.05858864262700081, + 0.027367986738681793, + 0.05527513474225998, + 0.07753773033618927 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.002193784574046731 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up captures a sturdy Siberian husky, its head thrown back high, as it lets out a long, powerful howl into the grayish-white sky. The husky's thick, shaggy black and white coat is speckled with glittering snowflakes. Its icy blue eyes narrow slightly as it howls with concentration, a call full of feral energy. As the howl cascades, a distinct, thick, white mist gushes continuously from its mouth, stretched wide open by the effort. This mist quickly condenses in the bitterly cold air, forming a fleeting, spectacular cloud before slowly dissipating. It finds itself in a vast expanse of ice and snow, a thick, untouched blanket of pristine white beneath its feet, and a sparse, frost-covered coniferous forest in the background. The low-slanting winter sun casts a cold light, tinging the entire scene with a light blue hue. At the same time, it outlines a circle of bright contour light on the edge of the Husky's fur and the white mist exhaled. The whole picture is quiet and powerful, conveying a sense of primitive, lonely and vital grandeur.", + "seed": 18234, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_12/index_2563_seed_18234_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.002489411015994847, + "vlm_logprob": -0.002489411015994847, + "vlm_yes_no_margin": 6.125, + "vlm_token_credit": -0.002489411015994847, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0037563731893897057 + ], + "opposite_logprob_tokens": [ + -5.753756523132324 + ], + "logprob_reward": -0.0037563731893897057, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0037563731893897057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13878779113292694, + 0.05787919834256172, + 0.12012536078691483, + 0.05811651051044464, + 0.22320705652236938, + 0.078671395778656, + 0.10203485190868378, + 0.04336877167224884, + 0.038842156529426575, + 0.13896699249744415 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.0037563731893897057 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028278145473450422 + ], + "opposite_logprob_tokens": [ + -5.8778276443481445 + ], + "logprob_reward": -0.0028278145473450422, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028278145473450422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09152429550886154, + 0.08049627393484116, + 0.1131129041314125, + 0.16626262664794922, + 0.07115486264228821, + 0.24978755414485931, + 0.08103738725185394, + 0.027150511741638184, + 0.05635550245642662, + 0.0631181076169014 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -0.0028278145473450422 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013397298753261566 + ], + "opposite_logprob_tokens": [ + -6.626339912414551 + ], + "logprob_reward": -0.0013397298753261566, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013397298753261566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2421809583902359, + 0.07623712718486786, + 0.12940098345279694, + 0.12460487335920334, + 0.0969163179397583, + 0.17344366014003754, + 0.05909088999032974, + 0.020556090399622917, + 0.03250370919704437, + 0.04506537318229675 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.0013397298753261566 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013338964199647307 + ], + "opposite_logprob_tokens": [ + -6.626333713531494 + ], + "logprob_reward": -0.0013338964199647307, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013338964199647307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4535161554813385, + 0.05947307497262955, + 0.05016246438026428, + 0.03959977626800537, + 0.1966223567724228, + 0.05435986816883087, + 0.04012500122189522, + 0.019372614100575447, + 0.037978265434503555, + 0.04879046231508255 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0013338964199647307 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189241047948599 + ], + "opposite_logprob_tokens": [ + -5.7531890869140625 + ], + "logprob_reward": -0.003189241047948599, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189241047948599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.357796311378479, + 0.06292534619569778, + 0.10320176929235458, + 0.04956979304552078, + 0.12073555588722229, + 0.07998364418745041, + 0.07578837126493454, + 0.04416452720761299, + 0.061318058520555496, + 0.044516608119010925 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.003189241047948599 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up captures a sturdy Siberian husky, its head thrown back high, as it lets out a long, powerful howl into the grayish-white sky. The husky's thick, shaggy black and white coat is speckled with glittering snowflakes. Its icy blue eyes narrow slightly as it howls with concentration, a call full of feral energy. As the howl cascades, a distinct, thick, white mist gushes continuously from its mouth, stretched wide open by the effort. This mist quickly condenses in the bitterly cold air, forming a fleeting, spectacular cloud before slowly dissipating. It finds itself in a vast expanse of ice and snow, a thick, untouched blanket of pristine white beneath its feet, and a sparse, frost-covered coniferous forest in the background. The low-slanting winter sun casts a cold light, tinging the entire scene with a light blue hue. At the same time, it outlines a circle of bright contour light on the edge of the Husky's fur and the white mist exhaled. The whole picture is quiet and powerful, conveying a sense of primitive, lonely and vital grandeur.", + "seed": 18235, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_12/index_2563_seed_18235_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.002737279632128775, + "vlm_logprob": -0.002737279632128775, + "vlm_yes_no_margin": 6.125, + "vlm_token_credit": -0.002737279632128775, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003278121817857027 + ], + "opposite_logprob_tokens": [ + -6.2532782554626465 + ], + "logprob_reward": -0.003278121817857027, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.003278121817857027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2630895972251892, + 0.10935446619987488, + 0.04065018892288208, + 0.10152725130319595, + 0.06967657804489136, + 0.10849101096391678, + 0.14262020587921143, + 0.017964569851756096, + 0.08132267743349075, + 0.06530336290597916 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.003278121817857027 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000927137560211122 + ], + "opposite_logprob_tokens": [ + -7.000926971435547 + ], + "logprob_reward": -0.000927137560211122, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000927137560211122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20141349732875824, + 0.09411595016717911, + 0.04089481383562088, + 0.08566125482320786, + 0.05020126327872276, + 0.07584689557552338, + 0.12542498111724854, + 0.2212056666612625, + 0.03766428679227829, + 0.06757135689258575 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.000927137560211122 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098112694919109 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004098112694919109, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098112694919109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27189430594444275, + 0.10400819778442383, + 0.10577589273452759, + 0.07086476683616638, + 0.12049955129623413, + 0.060482680797576904, + 0.07355771213769913, + 0.08500003814697266, + 0.05562834069132805, + 0.05228852853178978 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.004098112694919109 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003188884584233165 + ], + "opposite_logprob_tokens": [ + -5.7531890869140625 + ], + "logprob_reward": -0.003188884584233165, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003188884584233165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.316605806350708, + 0.07807071506977081, + 0.06737981736660004, + 0.026021676138043404, + 0.1414785236120224, + 0.0633186623454094, + 0.035090893507003784, + 0.05494607612490654, + 0.025514991953969002, + 0.19157274067401886 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.003188884584233165 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021941415034234524 + ], + "opposite_logprob_tokens": [ + -6.127193927764893 + ], + "logprob_reward": -0.0021941415034234524, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021941415034234524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41338106989860535, + 0.04928778111934662, + 0.07457630336284637, + 0.06374216079711914, + 0.14587481319904327, + 0.04822404682636261, + 0.03639551252126694, + 0.06160203740000725, + 0.02679206244647503, + 0.0801241546869278 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.0021941415034234524 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle close-up captures a sturdy Siberian husky, its head thrown back high, as it lets out a long, powerful howl into the grayish-white sky. The husky's thick, shaggy black and white coat is speckled with glittering snowflakes. Its icy blue eyes narrow slightly as it howls with concentration, a call full of feral energy. As the howl cascades, a distinct, thick, white mist gushes continuously from its mouth, stretched wide open by the effort. This mist quickly condenses in the bitterly cold air, forming a fleeting, spectacular cloud before slowly dissipating. It finds itself in a vast expanse of ice and snow, a thick, untouched blanket of pristine white beneath its feet, and a sparse, frost-covered coniferous forest in the background. The low-slanting winter sun casts a cold light, tinging the entire scene with a light blue hue. At the same time, it outlines a circle of bright contour light on the edge of the Husky's fur and the white mist exhaled. The whole picture is quiet and powerful, conveying a sense of primitive, lonely and vital grandeur.", + "seed": 18236, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_12/index_2563_seed_18236_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.005362796457484364, + "vlm_logprob": -0.005362796457484364, + "vlm_yes_no_margin": 5.6, + "vlm_token_credit": -0.005362796457484364, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015016373246908188 + ], + "opposite_logprob_tokens": [ + -4.265016555786133 + ], + "logprob_reward": -0.015016373246908188, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015016373246908188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1003316193819046, + 0.11493301391601562, + 0.23525474965572357, + 0.09731702506542206, + 0.07841423898935318, + 0.019953060895204544, + 0.11277047544717789, + 0.07085305452346802, + 0.03369418531656265, + 0.13647858798503876 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.015016373246908188 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036267952527850866 + ], + "opposite_logprob_tokens": [ + -5.628626823425293 + ], + "logprob_reward": -0.0036267952527850866, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036267952527850866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14831048250198364, + 0.04233932122588158, + 0.2194925844669342, + 0.13617435097694397, + 0.16450262069702148, + 0.07378759980201721, + 0.03961167857050896, + 0.0398990623652935, + 0.06649939715862274, + 0.0693829283118248 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.0036267952527850866 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643609281629324 + ], + "opposite_logprob_tokens": [ + -5.379643440246582 + ], + "logprob_reward": -0.004643609281629324, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643609281629324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11685874313116074, + 0.032969482243061066, + 0.1834554672241211, + 0.056489989161491394, + 0.18470078706741333, + 0.08636727929115295, + 0.18851777911186218, + 0.04017901048064232, + 0.039118655025959015, + 0.0713428407907486 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.004643609281629324 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013330630026757717 + ], + "opposite_logprob_tokens": [ + -6.626333236694336 + ], + "logprob_reward": -0.0013330630026757717, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013330630026757717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10205930471420288, + 0.03843396529555321, + 0.3268354833126068, + 0.09077271819114685, + 0.019641872495412827, + 0.0360039658844471, + 0.23876020312309265, + 0.03737548366189003, + 0.01965148188173771, + 0.0904655009508133 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.0013330630026757717 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Siberian husky with a thick, shaggy black and white coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the husky captured in a low-angle close-up with its head thrown back high?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the husky emit a visible, thick white mist from its mouth that condenses into a cloud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a vast expanse of ice and snow with a sparse, frost-covered coniferous forest in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature a low-slanting winter sun casting a light blue hue and bright contour light on the husky and mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021941415034234524 + ], + "opposite_logprob_tokens": [ + -6.127193927764893 + ], + "logprob_reward": -0.0021941415034234524, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021941415034234524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10819761455059052, + 0.049618955701589584, + 0.34686949849128723, + 0.1299791932106018, + 0.054660797119140625, + 0.023556405678391457, + 0.15327733755111694, + 0.03378600999712944, + 0.022066131234169006, + 0.07798804342746735 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.0021941415034234524 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_13/index_tensor([4248, 4248])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_13/index_tensor([4248, 4248])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..10b66d3bd6f9474196bc147fd7ddc2bc63053599 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_13/index_tensor([4248, 4248])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot from a high angle, the camera held still, focused on a sheet of fine, slightly yellowed rice paper. The paper's subtle fibers are clearly visible in the soft sidelight. A wolf-hair brush, its barrel gleaming with the natural sheen of bamboo knots, its full tip saturated with rich, jet-black ink, shimmers with a wet sheen, as if ready to drip. Guided by a steady and graceful hand (not fully captured), the tip touches the paper at a precise angle, instantly creating a tiny dot of ink. Then, with the fluidity of flowing water, the brush moves steadily and deliberately across the paper, lifting and pressing the tip downwards to create a rhythmic and powerful black line. This continuous, undulating line precisely depicts the majestic contours of the distant mountains. The light of the entire scene is soft and even, as if coming from an ancient window lattice. The main colors are the black of ink, the slightly yellow of paper, and the plain white space, creating a tranquil atmosphere of extreme concentration, full of Zen and the beauty of classical art.", + "seed": 24470, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_13/index_4248_seed_24470_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02150771622546017, + "vlm_logprob": -0.02150771622546017, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.02150771622546017, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04324311017990112 + ], + "opposite_logprob_tokens": [ + -3.293243169784546 + ], + "logprob_reward": -0.04324311017990112, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04324311017990112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2545625567436218, + 0.07944172620773315, + 0.040320876985788345, + 0.05057365447282791, + 0.1305100917816162, + 0.1472248136997223, + 0.05010978877544403, + 0.05756501108407974, + 0.06626804172992706, + 0.12342339754104614 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.04324311017990112 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004651559051126242 + ], + "opposite_logprob_tokens": [ + -5.3796515464782715 + ], + "logprob_reward": -0.004651559051126242, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004651559051126242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1401505172252655, + 0.16970963776111603, + 0.06599076837301254, + 0.0622415617108345, + 0.07876671105623245, + 0.05906403064727783, + 0.05826523154973984, + 0.23945404589176178, + 0.06628929823637009, + 0.06006822735071182 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.004651559051126242 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002199375070631504 + ], + "opposite_logprob_tokens": [ + -6.127199172973633 + ], + "logprob_reward": -0.002199375070631504, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002199375070631504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3145916163921356, + 0.05835956707596779, + 0.044073641300201416, + 0.03516542539000511, + 0.18503855168819427, + 0.0751412957906723, + 0.03728301823139191, + 0.09439501166343689, + 0.09459544718265533, + 0.06135646253824234 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.002199375070631504 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024895647075027227 + ], + "opposite_logprob_tokens": [ + -6.0024895668029785 + ], + "logprob_reward": -0.0024895647075027227, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024895647075027227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14745879173278809, + 0.14112597703933716, + 0.05625611171126366, + 0.06953255832195282, + 0.07753291726112366, + 0.1185053214430809, + 0.05242065712809563, + 0.1559526026248932, + 0.10425613820552826, + 0.07695893198251724 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0024895647075027227 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495497211813927 + ], + "opposite_logprob_tokens": [ + -2.929955005645752 + ], + "logprob_reward": -0.05495497211813927, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495497211813927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20506034791469574, + 0.09899960458278656, + 0.09776513278484344, + 0.029749104753136635, + 0.04262656718492508, + 0.08195491135120392, + 0.03910450637340546, + 0.18083542585372925, + 0.06273619830608368, + 0.1611681580543518 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.05495497211813927 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a high angle, the camera held still, focused on a sheet of fine, slightly yellowed rice paper. The paper's subtle fibers are clearly visible in the soft sidelight. A wolf-hair brush, its barrel gleaming with the natural sheen of bamboo knots, its full tip saturated with rich, jet-black ink, shimmers with a wet sheen, as if ready to drip. Guided by a steady and graceful hand (not fully captured), the tip touches the paper at a precise angle, instantly creating a tiny dot of ink. Then, with the fluidity of flowing water, the brush moves steadily and deliberately across the paper, lifting and pressing the tip downwards to create a rhythmic and powerful black line. This continuous, undulating line precisely depicts the majestic contours of the distant mountains. The light of the entire scene is soft and even, as if coming from an ancient window lattice. The main colors are the black of ink, the slightly yellow of paper, and the plain white space, creating a tranquil atmosphere of extreme concentration, full of Zen and the beauty of classical art.", + "seed": 24471, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_13/index_4248_seed_24471_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.032295036036521195, + "vlm_logprob": -0.032295036036521195, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.032295036036521195, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04221716150641441 + ], + "opposite_logprob_tokens": [ + -3.417217254638672 + ], + "logprob_reward": -0.04221716150641441, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04221716150641441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14842277765274048, + 0.09793674200773239, + 0.06794989109039307, + 0.05046504735946655, + 0.04662648215889931, + 0.1793094277381897, + 0.12428740411996841, + 0.060304999351501465, + 0.07792509347200394, + 0.14677217602729797 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.04221716150641441 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055008795112371445 + ], + "opposite_logprob_tokens": [ + -2.930008888244629 + ], + "logprob_reward": -0.055008795112371445, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055008795112371445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10017068684101105, + 0.22649438679218292, + 0.1034085750579834, + 0.04114115983247757, + 0.019947564229369164, + 0.06537403911352158, + 0.06480429321527481, + 0.0773770660161972, + 0.1610582321882248, + 0.14022397994995117 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.055008795112371445 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644558299332857 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.004644558299332857, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644558299332857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09412524104118347, + 0.11934104561805725, + 0.07353916764259338, + 0.07202746719121933, + 0.07205881178379059, + 0.04606086015701294, + 0.2934855818748474, + 0.062226552516222, + 0.05369282886385918, + 0.11344241350889206 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -0.004644558299332857 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464111752808094 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.00464111752808094, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464111752808094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16334044933319092, + 0.15083184838294983, + 0.08910922706127167, + 0.01906808465719223, + 0.0562535785138607, + 0.084327332675457, + 0.19492937624454498, + 0.08499032258987427, + 0.07387558370828629, + 0.08327416330575943 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.00464111752808094 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054963547736406326 + ], + "opposite_logprob_tokens": [ + -2.9299635887145996 + ], + "logprob_reward": -0.054963547736406326, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054963547736406326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13154442608356476, + 0.05041511729359627, + 0.04671467840671539, + 0.07191520184278488, + 0.051520898938179016, + 0.15974342823028564, + 0.160697340965271, + 0.13089284300804138, + 0.1631234884262085, + 0.03343254700303078 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.054963547736406326 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a high angle, the camera held still, focused on a sheet of fine, slightly yellowed rice paper. The paper's subtle fibers are clearly visible in the soft sidelight. A wolf-hair brush, its barrel gleaming with the natural sheen of bamboo knots, its full tip saturated with rich, jet-black ink, shimmers with a wet sheen, as if ready to drip. Guided by a steady and graceful hand (not fully captured), the tip touches the paper at a precise angle, instantly creating a tiny dot of ink. Then, with the fluidity of flowing water, the brush moves steadily and deliberately across the paper, lifting and pressing the tip downwards to create a rhythmic and powerful black line. This continuous, undulating line precisely depicts the majestic contours of the distant mountains. The light of the entire scene is soft and even, as if coming from an ancient window lattice. The main colors are the black of ink, the slightly yellow of paper, and the plain white space, creating a tranquil atmosphere of extreme concentration, full of Zen and the beauty of classical art.", + "seed": 24472, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_13/index_4248_seed_24472_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01850528670474887, + "vlm_logprob": -0.01850528670474887, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.01850528670474887, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03221176937222481 + ], + "opposite_logprob_tokens": [ + -3.6572117805480957 + ], + "logprob_reward": -0.03221176937222481, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03221176937222481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15287069976329803, + 0.060651153326034546, + 0.16118736565113068, + 0.08799735456705093, + 0.13425318896770477, + 0.14185476303100586, + 0.1040927842259407, + 0.03343075141310692, + 0.0678001418709755, + 0.05586174130439758 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.03221176937222481 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005268855020403862 + ], + "opposite_logprob_tokens": [ + -5.2552690505981445 + ], + "logprob_reward": -0.005268855020403862, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005268855020403862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19782347977161407, + 0.13663308322429657, + 0.10784953832626343, + 0.0793083980679512, + 0.16943565011024475, + 0.10587354004383087, + 0.0457976832985878, + 0.05506518855690956, + 0.042462512850761414, + 0.05975094065070152 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.005268855020403862 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003196489764377475 + ], + "opposite_logprob_tokens": [ + -5.753196716308594 + ], + "logprob_reward": -0.003196489764377475, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003196489764377475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1396123319864273, + 0.07598351687192917, + 0.08111009001731873, + 0.12005636841058731, + 0.10064316540956497, + 0.3177877962589264, + 0.05399329960346222, + 0.024672675877809525, + 0.04361143708229065, + 0.042529236525297165 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.003196489764377475 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031935188453644514 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031935188453644514, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031935188453644514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07359234243631363, + 0.024098698049783707, + 0.05618129298090935, + 0.11762779951095581, + 0.09490922838449478, + 0.17602501809597015, + 0.05735953524708748, + 0.2348180115222931, + 0.03443678095936775, + 0.13095127046108246 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.0031935188453644514 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865580052137375 + ], + "opposite_logprob_tokens": [ + -3.0486557483673096 + ], + "logprob_reward": -0.04865580052137375, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865580052137375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1961871236562729, + 0.08962969481945038, + 0.13721340894699097, + 0.08052597939968109, + 0.13385561108589172, + 0.13019971549510956, + 0.055478785187006, + 0.05343117192387581, + 0.058455690741539, + 0.06502286344766617 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.04865580052137375 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot from a high angle, the camera held still, focused on a sheet of fine, slightly yellowed rice paper. The paper's subtle fibers are clearly visible in the soft sidelight. A wolf-hair brush, its barrel gleaming with the natural sheen of bamboo knots, its full tip saturated with rich, jet-black ink, shimmers with a wet sheen, as if ready to drip. Guided by a steady and graceful hand (not fully captured), the tip touches the paper at a precise angle, instantly creating a tiny dot of ink. Then, with the fluidity of flowing water, the brush moves steadily and deliberately across the paper, lifting and pressing the tip downwards to create a rhythmic and powerful black line. This continuous, undulating line precisely depicts the majestic contours of the distant mountains. The light of the entire scene is soft and even, as if coming from an ancient window lattice. The main colors are the black of ink, the slightly yellow of paper, and the plain white space, creating a tranquil atmosphere of extreme concentration, full of Zen and the beauty of classical art.", + "seed": 24473, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_13/index_4248_seed_24473_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.023944025509990752, + "vlm_logprob": -0.023944025509990752, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.023944025509990752, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048208095133304596 + ], + "opposite_logprob_tokens": [ + -3.173207998275757 + ], + "logprob_reward": -0.048208095133304596, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.048208095133304596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18607714772224426, + 0.13049493730068207, + 0.04754408448934555, + 0.056644007563591, + 0.05024482309818268, + 0.08760539442300797, + 0.11508951336145401, + 0.10001829266548157, + 0.07439353317022324, + 0.15188820660114288 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.048208095133304596 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01256160531193018 + ], + "opposite_logprob_tokens": [ + -4.387561798095703 + ], + "logprob_reward": -0.01256160531193018, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01256160531193018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19164133071899414, + 0.1188684031367302, + 0.033329419791698456, + 0.04197490215301514, + 0.06163572147488594, + 0.030708979815244675, + 0.2590218186378479, + 0.04605000838637352, + 0.04457608610391617, + 0.17219331860542297 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.01256160531193018 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015132891712710261 + ], + "opposite_logprob_tokens": [ + -6.501513481140137 + ], + "logprob_reward": -0.0015132891712710261, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015132891712710261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.161274254322052, + 0.1017492264509201, + 0.1186831071972847, + 0.04851562902331352, + 0.0707383081316948, + 0.1645001769065857, + 0.06672515720129013, + 0.05731314420700073, + 0.10642874985933304, + 0.10407223552465439 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.0015132891712710261 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024882566649466753 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.0024882566649466753, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024882566649466753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10510223358869553, + 0.09496220201253891, + 0.03521295636892319, + 0.04762052744626999, + 0.03572208061814308, + 0.048740044236183167, + 0.3471640348434448, + 0.06887944787740707, + 0.07254667580127716, + 0.14404985308647156 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.0024882566649466753 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up from a high angle with the camera held still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a sheet of fine, slightly yellowed rice paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a wolf-hair brush with a bamboo barrel and a tip saturated with jet-black ink visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the brush move across the paper to create a continuous, undulating black line depicting mountain contours?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and even, resembling light from an ancient window lattice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494888126850128 + ], + "opposite_logprob_tokens": [ + -2.9299488067626953 + ], + "logprob_reward": -0.05494888126850128, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494888126850128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12079836428165436, + 0.13142146170139313, + 0.030000759288668633, + 0.04703719541430473, + 0.034666117280721664, + 0.05619160085916519, + 0.19607390463352203, + 0.05344251170754433, + 0.09323069453239441, + 0.23713740706443787 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.05494888126850128 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_14/index_tensor([342, 342])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_14/index_tensor([342, 342])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..13fc69b874e8101d93410ecc57179f93a480df0a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_14/index_tensor([342, 342])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "surreal macro shot, maintaining an extremely shallow depth of field, smoothly tracks a garden snail from left to right as it slowly crawls across the textured surface of damp stone. The camera moves in a steady, fluid motion, keeping the snail's head in sharp focus. The snail's shell is a delicate spiral of earthy brown and pale yellow, its surface brimming with moisture and displaying fine, concentric growth lines. Its soft, pale beige body is fully extended, its upper pair of optical tentacles, tipped with tiny black eye-pouches, raised and gently wiggling, while shorter, lower tentacles delicately probe the path ahead. The snail advances with a deliberate, mesmerizing rhythm, moving through a vibrant emerald green moss cushioned by dark slate-gray stone. Its trail leaves a sticky, transparent trail that catches the soft morning light, shimmering across the damp, dark surface with a spectacular display of iridescent colors. Soft, unfocused sunlight filters through the invisible canopy, creating gentle highlights on snail shells and glittering on tiny water droplets clinging to moss, evoking a tranquil and contemplative atmosphere of intimacy, natural wonder.", + "seed": 31963, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_14/index_342_seed_31963_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04941349867731333, + "vlm_logprob": -0.04941349867731333, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.04941349867731333, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022104373201727867 + ], + "opposite_logprob_tokens": [ + -6.37721061706543 + ], + "logprob_reward": -0.0022104373201727867, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0022104373201727867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17579087615013123, + 0.10922025889158249, + 0.11267238110303879, + 0.08566033840179443, + 0.05281596630811691, + 0.14215534925460815, + 0.11180059611797333, + 0.0394090861082077, + 0.09218376874923706, + 0.07829146087169647 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.0022104373201727867 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303797468543053 + ], + "opposite_logprob_tokens": [ + -3.773303747177124 + ], + "logprob_reward": -0.023303797468543053, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303797468543053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09944707900285721, + 0.08896409720182419, + 0.06374751776456833, + 0.05387263000011444, + 0.05159880965948105, + 0.08896483480930328, + 0.11263541877269745, + 0.17167696356773376, + 0.1257852464914322, + 0.1433073729276657 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.023303797468543053 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539003044366837 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.012539003044366837, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539003044366837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08205536007881165, + 0.014828852377831936, + 0.029971567913889885, + 0.011704269796609879, + 0.02068217657506466, + 0.056818887591362, + 0.028119919821619987, + 0.02644333988428116, + 0.021905312314629555, + 0.7074703574180603 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.012539003044366837 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.160375714302063 + ], + "opposite_logprob_tokens": [ + -1.910375714302063 + ], + "logprob_reward": -0.160375714302063, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.160375714302063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09036771953105927, + 0.06607071310281754, + 0.035302869975566864, + 0.02817906253039837, + 0.039142392575740814, + 0.2881922423839569, + 0.058318763971328735, + 0.06188194826245308, + 0.0438121035695076, + 0.28873223066329956 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.160375714302063 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048638541251420975 + ], + "opposite_logprob_tokens": [ + -3.0486385822296143 + ], + "logprob_reward": -0.048638541251420975, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048638541251420975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04042653366923332, + 0.024318944662809372, + 0.026485290378332138, + 0.018397027626633644, + 0.029541483148932457, + 0.05645454674959183, + 0.054058246314525604, + 0.13521042466163635, + 0.077924445271492, + 0.5371830463409424 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.048638541251420975 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "surreal macro shot, maintaining an extremely shallow depth of field, smoothly tracks a garden snail from left to right as it slowly crawls across the textured surface of damp stone. The camera moves in a steady, fluid motion, keeping the snail's head in sharp focus. The snail's shell is a delicate spiral of earthy brown and pale yellow, its surface brimming with moisture and displaying fine, concentric growth lines. Its soft, pale beige body is fully extended, its upper pair of optical tentacles, tipped with tiny black eye-pouches, raised and gently wiggling, while shorter, lower tentacles delicately probe the path ahead. The snail advances with a deliberate, mesmerizing rhythm, moving through a vibrant emerald green moss cushioned by dark slate-gray stone. Its trail leaves a sticky, transparent trail that catches the soft morning light, shimmering across the damp, dark surface with a spectacular display of iridescent colors. Soft, unfocused sunlight filters through the invisible canopy, creating gentle highlights on snail shells and glittering on tiny water droplets clinging to moss, evoking a tranquil and contemplative atmosphere of intimacy, natural wonder.", + "seed": 31964, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_14/index_342_seed_31964_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.041179683059453964, + "vlm_logprob": -0.041179683059453964, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.041179683059453964, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0056958990171551704 + ], + "opposite_logprob_tokens": [ + -5.255695819854736 + ], + "logprob_reward": -0.0056958990171551704, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0056958990171551704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15793494880199432, + 0.08821501582860947, + 0.10038101673126221, + 0.1356099396944046, + 0.0993732437491417, + 0.07941708713769913, + 0.08394227176904678, + 0.08288489282131195, + 0.06102330610156059, + 0.11121819168329239 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.0056958990171551704 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020600641146302223 + ], + "opposite_logprob_tokens": [ + -3.8956005573272705 + ], + "logprob_reward": -0.020600641146302223, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020600641146302223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3226991891860962, + 0.043765656650066376, + 0.06450337171554565, + 0.025650346651673317, + 0.03240376338362694, + 0.01610054261982441, + 0.05078313127160072, + 0.024000748991966248, + 0.3200342059135437, + 0.10005901753902435 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.020600641146302223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637320525944233 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637320525944233, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637320525944233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39330190420150757, + 0.04070276394486427, + 0.04274306818842888, + 0.01898200437426567, + 0.03096321038901806, + 0.027338404208421707, + 0.04456065595149994, + 0.05857692286372185, + 0.29313498735427856, + 0.04969613999128342 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.004637320525944233 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293341219425201 + ], + "opposite_logprob_tokens": [ + -2.237933397293091 + ], + "logprob_reward": -0.11293341219425201, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293341219425201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46684473752975464, + 0.05203878507018089, + 0.03023422136902809, + 0.013306916691362858, + 0.04163271561264992, + 0.025090442970395088, + 0.035220179706811905, + 0.05330418795347214, + 0.2458503097295761, + 0.03647754713892937 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.11293341219425201 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203114241361618 + ], + "opposite_logprob_tokens": [ + -2.8120310306549072 + ], + "logprob_reward": -0.06203114241361618, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203114241361618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5340497493743896, + 0.04870767518877983, + 0.12099584937095642, + 0.02769996039569378, + 0.04694105312228203, + 0.0421743169426918, + 0.05038333311676979, + 0.07188855111598969, + 0.02737783081829548, + 0.029781697317957878 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.06203114241361618 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "surreal macro shot, maintaining an extremely shallow depth of field, smoothly tracks a garden snail from left to right as it slowly crawls across the textured surface of damp stone. The camera moves in a steady, fluid motion, keeping the snail's head in sharp focus. The snail's shell is a delicate spiral of earthy brown and pale yellow, its surface brimming with moisture and displaying fine, concentric growth lines. Its soft, pale beige body is fully extended, its upper pair of optical tentacles, tipped with tiny black eye-pouches, raised and gently wiggling, while shorter, lower tentacles delicately probe the path ahead. The snail advances with a deliberate, mesmerizing rhythm, moving through a vibrant emerald green moss cushioned by dark slate-gray stone. Its trail leaves a sticky, transparent trail that catches the soft morning light, shimmering across the damp, dark surface with a spectacular display of iridescent colors. Soft, unfocused sunlight filters through the invisible canopy, creating gentle highlights on snail shells and glittering on tiny water droplets clinging to moss, evoking a tranquil and contemplative atmosphere of intimacy, natural wonder.", + "seed": 31965, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_14/index_342_seed_31965_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11434092801064252, + "vlm_logprob": -0.11434092801064252, + "vlm_yes_no_margin": 2.7249999761581423, + "vlm_token_credit": -0.11434092801064252, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07931170612573624 + ], + "opposite_logprob_tokens": [ + -2.5793116092681885 + ], + "logprob_reward": -0.07931170612573624, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07931170612573624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33124005794525146, + 0.04568492993712425, + 0.10640422999858856, + 0.13819652795791626, + 0.047763243317604065, + 0.0658411756157875, + 0.11281292140483856, + 0.024611085653305054, + 0.021626414731144905, + 0.10581943392753601 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.07931170612573624 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026370810344815254 + ], + "opposite_logprob_tokens": [ + -3.6513707637786865 + ], + "logprob_reward": -0.026370810344815254, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026370810344815254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15404538810253143, + 0.20152534544467926, + 0.11015930771827698, + 0.0889352411031723, + 0.11507215350866318, + 0.030996061861515045, + 0.10066098719835281, + 0.02725830301642418, + 0.06149306893348694, + 0.10985417664051056 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.026370810344815254 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784241206943989 + ], + "opposite_logprob_tokens": [ + -4.63478422164917 + ], + "logprob_reward": -0.009784241206943989, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784241206943989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20977622270584106, + 0.24786223471164703, + 0.12315445393323898, + 0.0886155217885971, + 0.07643240690231323, + 0.04198950529098511, + 0.05656241625547409, + 0.02476680837571621, + 0.04039408266544342, + 0.0904463604092598 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.009784241206943989 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134584128856659 + ], + "opposite_logprob_tokens": [ + -1.3134584426879883 + ], + "logprob_reward": -0.3134584128856659, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134584128856659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24723118543624878, + 0.2324209362268448, + 0.043006397783756256, + 0.12194237858057022, + 0.10539516806602478, + 0.07747625559568405, + 0.0358186736702919, + 0.03071877732872963, + 0.04557357728481293, + 0.06041669845581055 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.3134584128856659 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14277946949005127 + ], + "opposite_logprob_tokens": [ + -2.0177793502807617 + ], + "logprob_reward": -0.14277946949005127, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14277946949005127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22962063550949097, + 0.15601283311843872, + 0.16009928286075592, + 0.1557069569826126, + 0.08371581882238388, + 0.061517830938100815, + 0.024930443614721298, + 0.030389131978154182, + 0.04410036280751228, + 0.053906701505184174 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.14277946949005127 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "surreal macro shot, maintaining an extremely shallow depth of field, smoothly tracks a garden snail from left to right as it slowly crawls across the textured surface of damp stone. The camera moves in a steady, fluid motion, keeping the snail's head in sharp focus. The snail's shell is a delicate spiral of earthy brown and pale yellow, its surface brimming with moisture and displaying fine, concentric growth lines. Its soft, pale beige body is fully extended, its upper pair of optical tentacles, tipped with tiny black eye-pouches, raised and gently wiggling, while shorter, lower tentacles delicately probe the path ahead. The snail advances with a deliberate, mesmerizing rhythm, moving through a vibrant emerald green moss cushioned by dark slate-gray stone. Its trail leaves a sticky, transparent trail that catches the soft morning light, shimmering across the damp, dark surface with a spectacular display of iridescent colors. Soft, unfocused sunlight filters through the invisible canopy, creating gentle highlights on snail shells and glittering on tiny water droplets clinging to moss, evoking a tranquil and contemplative atmosphere of intimacy, natural wonder.", + "seed": 31966, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_14/index_342_seed_31966_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06915274453349411, + "vlm_logprob": -0.06915274453349411, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.06915274453349411, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022819212172180414 + ], + "opposite_logprob_tokens": [ + -6.25228214263916 + ], + "logprob_reward": -0.0022819212172180414, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0022819212172180414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13913433253765106, + 0.06421787291765213, + 0.05152922868728638, + 0.07514585554599762, + 0.30914101004600525, + 0.1232667863368988, + 0.0648740753531456, + 0.038526058197021484, + 0.0801917314529419, + 0.05397308990359306 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0022819212172180414 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038109924644231796 + ], + "opposite_logprob_tokens": [ + -3.2881100177764893 + ], + "logprob_reward": -0.038109924644231796, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038109924644231796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08486296236515045, + 0.05003819614648819, + 0.029766473919153214, + 0.08212980628013611, + 0.29335135221481323, + 0.13240626454353333, + 0.10804128646850586, + 0.11176051944494247, + 0.04343385621905327, + 0.06420927494764328 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.038109924644231796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779755026102066 + ], + "opposite_logprob_tokens": [ + -4.634779930114746 + ], + "logprob_reward": -0.009779755026102066, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779755026102066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10499415546655655, + 0.05630195885896683, + 0.05459614470601082, + 0.06894257664680481, + 0.3404085636138916, + 0.19148781895637512, + 0.04144590348005295, + 0.0389142706990242, + 0.07336685061454773, + 0.029541729018092155 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.009779755026102066 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559064626693726 + ], + "opposite_logprob_tokens": [ + -1.600590705871582 + ], + "logprob_reward": -0.22559064626693726, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559064626693726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17114773392677307, + 0.032154474407434464, + 0.03310404717922211, + 0.21619252860546112, + 0.2774660587310791, + 0.0879461020231247, + 0.029248638078570366, + 0.046175893396139145, + 0.044619135558605194, + 0.0619453601539135 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.22559064626693726 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a garden snail with a spiral shell of earthy brown and pale yellow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail's body pale beige, fully extended, with upper tentacles raised and wiggling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snail crawling across a textured surface of damp stone covered in vibrant emerald green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snail leave a sticky, transparent trail that shimmers with iridescent colors in the light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly track the snail from left to right while maintaining a shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000147551298141 + ], + "opposite_logprob_tokens": [ + -2.6950013637542725 + ], + "logprob_reward": -0.07000147551298141, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000147551298141, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06957568228244781, + 0.04846160486340523, + 0.038229964673519135, + 0.18609283864498138, + 0.3454344570636749, + 0.12732139229774475, + 0.06382747739553452, + 0.037515752017498016, + 0.05653049796819687, + 0.027010319754481316 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.07000147551298141 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_15/index_tensor([3720, 3720])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_15/index_tensor([3720, 3720])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..199dbb7fc96961e8ea88a7aa0f424fd50c8b1e52 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_15/index_tensor([3720, 3720])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "powerful handheld close-up, shaky and violent, closely follows a violent, downward swinging motion, focusing on the fist of an adult male. Veins bulge, knuckles white from the intense force, skin crisscrossed with tiny scars and rough texture. Illuminated by a cold, hard overhead light from directly above, this fist smashes with thunderous force into a bright red Fuji apple resting on a worn, dark-grained wooden table. The apple's smooth skin reflects a glaring flash of light just before impact. Instantly, with a crisp, popping sound, the red skin and white flesh, mixed with splattering juice, explode in slow motion, flying to every corner of the camera. The fist finally sinks deep into the apple's wreckage, trembling slightly. The entire image is filled with raw, unvarnished power and suppressed rage, imbued with a gritty, tense documentary quality.", + "seed": 30582, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_15/index_3720_seed_30582_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.24743164014071226, + "vlm_logprob": -0.24743164014071226, + "vlm_yes_no_margin": 2.6000000059604647, + "vlm_token_credit": -0.24743164014071226, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20475441217422485 + ], + "opposite_logprob_tokens": [ + -1.70475435256958 + ], + "logprob_reward": -0.20475441217422485, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20475441217422485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21359853446483612, + 0.13355883955955505, + 0.09216545522212982, + 0.10805343836545944, + 0.14626799523830414, + 0.08637124300003052, + 0.06269168853759766, + 0.0918363407254219, + 0.028360877186059952, + 0.03709561005234718 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.20475441217422485 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020616406574845314 + ], + "opposite_logprob_tokens": [ + -3.895616292953491 + ], + "logprob_reward": -0.020616406574845314, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020616406574845314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12414126098155975, + 0.18057098984718323, + 0.08679293841123581, + 0.07270442694425583, + 0.19503207504749298, + 0.1051749661564827, + 0.0711890235543251, + 0.0978555828332901, + 0.02522854320704937, + 0.04131017252802849 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.020616406574845314 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743474721908569 + ], + "opposite_logprob_tokens": [ + -0.4743475019931793 + ], + "logprob_reward": -0.9743474721908569, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9743474721908569, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13229060173034668, + 0.1659594625234604, + 0.17102757096290588, + 0.1264258176088333, + 0.09996901452541351, + 0.03951053321361542, + 0.05289250612258911, + 0.15511199831962585, + 0.020746586844325066, + 0.03606587275862694 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.9743474721908569 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011093133129179478 + ], + "opposite_logprob_tokens": [ + -4.5110931396484375 + ], + "logprob_reward": -0.011093133129179478, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011093133129179478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14049150049686432, + 0.2897777557373047, + 0.04305092617869377, + 0.05829448625445366, + 0.13991878926753998, + 0.02225237339735031, + 0.06408806890249252, + 0.18403825163841248, + 0.027153464034199715, + 0.030934417620301247 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.011093133129179478 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026346776634454727 + ], + "opposite_logprob_tokens": [ + -3.6513466835021973 + ], + "logprob_reward": -0.026346776634454727, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026346776634454727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0695011094212532, + 0.13167952001094818, + 0.029228264465928078, + 0.08354255557060242, + 0.025892537087202072, + 0.058511264622211456, + 0.0894329845905304, + 0.44256317615509033, + 0.0459795780479908, + 0.023669064044952393 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.026346776634454727 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful handheld close-up, shaky and violent, closely follows a violent, downward swinging motion, focusing on the fist of an adult male. Veins bulge, knuckles white from the intense force, skin crisscrossed with tiny scars and rough texture. Illuminated by a cold, hard overhead light from directly above, this fist smashes with thunderous force into a bright red Fuji apple resting on a worn, dark-grained wooden table. The apple's smooth skin reflects a glaring flash of light just before impact. Instantly, with a crisp, popping sound, the red skin and white flesh, mixed with splattering juice, explode in slow motion, flying to every corner of the camera. The fist finally sinks deep into the apple's wreckage, trembling slightly. The entire image is filled with raw, unvarnished power and suppressed rage, imbued with a gritty, tense documentary quality.", + "seed": 30583, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_15/index_3720_seed_30583_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.34141224175691604, + "vlm_logprob": -0.34141224175691604, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.34141224175691604, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22748705744743347 + ], + "opposite_logprob_tokens": [ + -1.6024870872497559 + ], + "logprob_reward": -0.22748705744743347, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22748705744743347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1989932507276535, + 0.09303178638219833, + 0.0845889300107956, + 0.08261789381504059, + 0.06535244733095169, + 0.0441407784819603, + 0.09202447533607483, + 0.13827557861804962, + 0.06737172603607178, + 0.13360317051410675 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.22748705744743347 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029837198555469513 + ], + "opposite_logprob_tokens": [ + -3.529837131500244 + ], + "logprob_reward": -0.029837198555469513, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029837198555469513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07363594323396683, + 0.04847893491387367, + 0.05140208080410957, + 0.16484804451465607, + 0.09902992099523544, + 0.24400991201400757, + 0.08938580006361008, + 0.037188973277807236, + 0.07686138153076172, + 0.1151590347290039 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.029837198555469513 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063591957092285 + ], + "opposite_logprob_tokens": [ + -0.2813592255115509 + ], + "logprob_reward": -1.4063591957092285, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063591957092285, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09288319945335388, + 0.068907231092453, + 0.05037105083465576, + 0.28357604146003723, + 0.057273250073194504, + 0.2674785256385803, + 0.025012284517288208, + 0.07388473302125931, + 0.04583292081952095, + 0.034780774265527725 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -1.4063591957092285 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005265653133392334 + ], + "opposite_logprob_tokens": [ + -5.255265712738037 + ], + "logprob_reward": -0.005265653133392334, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005265653133392334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12214845418930054, + 0.04340626671910286, + 0.031129898503422737, + 0.30690905451774597, + 0.13076166808605194, + 0.05668586492538452, + 0.10325106978416443, + 0.06062222644686699, + 0.035831376910209656, + 0.1092541292309761 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.005265653133392334 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038112103939056396 + ], + "opposite_logprob_tokens": [ + -3.288112163543701 + ], + "logprob_reward": -0.038112103939056396, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038112103939056396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059759218245744705, + 0.05181702598929405, + 0.031255923211574554, + 0.19029811024665833, + 0.2029353231191635, + 0.10924915224313736, + 0.05970608815550804, + 0.05443360283970833, + 0.06076196953654289, + 0.1797836720943451 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.038112103939056396 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful handheld close-up, shaky and violent, closely follows a violent, downward swinging motion, focusing on the fist of an adult male. Veins bulge, knuckles white from the intense force, skin crisscrossed with tiny scars and rough texture. Illuminated by a cold, hard overhead light from directly above, this fist smashes with thunderous force into a bright red Fuji apple resting on a worn, dark-grained wooden table. The apple's smooth skin reflects a glaring flash of light just before impact. Instantly, with a crisp, popping sound, the red skin and white flesh, mixed with splattering juice, explode in slow motion, flying to every corner of the camera. The fist finally sinks deep into the apple's wreckage, trembling slightly. The entire image is filled with raw, unvarnished power and suppressed rage, imbued with a gritty, tense documentary quality.", + "seed": 30584, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_15/index_3720_seed_30584_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3073679214343429, + "vlm_logprob": -0.3073679214343429, + "vlm_yes_no_margin": 2.800000011920929, + "vlm_token_credit": -0.3073679214343429, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1632411777973175 + ], + "opposite_logprob_tokens": [ + -1.9132411479949951 + ], + "logprob_reward": -0.1632411777973175, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1632411777973175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6310961246490479, + 0.017581896856427193, + 0.05947032570838928, + 0.0435829795897007, + 0.07012510299682617, + 0.020876692607998848, + 0.03197276219725609, + 0.07207543402910233, + 0.01583566702902317, + 0.037383031100034714 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.1632411777973175 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014224446378648281 + ], + "opposite_logprob_tokens": [ + -4.264224529266357 + ], + "logprob_reward": -0.014224446378648281, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014224446378648281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3899226486682892, + 0.04523753374814987, + 0.07074623554944992, + 0.0959918275475502, + 0.23462337255477905, + 0.04280051589012146, + 0.014654493890702724, + 0.028333047404885292, + 0.042785726487636566, + 0.0349046066403389 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.014224446378648281 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134684562683105 + ], + "opposite_logprob_tokens": [ + -0.3134685158729553 + ], + "logprob_reward": -1.3134684562683105, + "yes_no_margin_reward": -0.9999999403953552, + "token_credit_reward": -1.3134684562683105, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08837351202964783, + 0.07782349735498428, + 0.08548325300216675, + 0.06661761552095413, + 0.20122665166854858, + 0.03718020021915436, + 0.1356828510761261, + 0.031235400587320328, + 0.09278928488492966, + 0.18358775973320007 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -1.3134684562683105 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028287656605243683 + ], + "opposite_logprob_tokens": [ + -5.877828598022461 + ], + "logprob_reward": -0.0028287656605243683, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028287656605243683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1185874342918396, + 0.055474456399679184, + 0.09154326468706131, + 0.0981752797961235, + 0.1409469097852707, + 0.048419199883937836, + 0.10473683476448059, + 0.07516774535179138, + 0.16704395413398743, + 0.09990493953227997 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.0028287656605243683 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043076761066913605 + ], + "opposite_logprob_tokens": [ + -3.168076753616333 + ], + "logprob_reward": -0.043076761066913605, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043076761066913605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18617765605449677, + 0.023362843319773674, + 0.08522528409957886, + 0.11992483586072922, + 0.2263481318950653, + 0.04025823250412941, + 0.03389957174658775, + 0.06971315294504166, + 0.11492554098367691, + 0.1001647487282753 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.043076761066913605 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful handheld close-up, shaky and violent, closely follows a violent, downward swinging motion, focusing on the fist of an adult male. Veins bulge, knuckles white from the intense force, skin crisscrossed with tiny scars and rough texture. Illuminated by a cold, hard overhead light from directly above, this fist smashes with thunderous force into a bright red Fuji apple resting on a worn, dark-grained wooden table. The apple's smooth skin reflects a glaring flash of light just before impact. Instantly, with a crisp, popping sound, the red skin and white flesh, mixed with splattering juice, explode in slow motion, flying to every corner of the camera. The fist finally sinks deep into the apple's wreckage, trembling slightly. The entire image is filled with raw, unvarnished power and suppressed rage, imbued with a gritty, tense documentary quality.", + "seed": 30585, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_15/index_3720_seed_30585_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.33412443827837707, + "vlm_logprob": -0.33412443827837707, + "vlm_yes_no_margin": 2.0999999940395355, + "vlm_token_credit": -0.33412443827837707, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47919514775276184 + ], + "opposite_logprob_tokens": [ + -0.9791951179504395 + ], + "logprob_reward": -0.47919514775276184, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.47919514775276184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17910954356193542, + 0.06678654998540878, + 0.040105145424604416, + 0.05173838511109352, + 0.2350585013628006, + 0.04164170101284981, + 0.11732091009616852, + 0.10484717786312103, + 0.08450770378112793, + 0.07888434827327728 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.47919514775276184 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06213051825761795 + ], + "opposite_logprob_tokens": [ + -2.8121304512023926 + ], + "logprob_reward": -0.06213051825761795, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06213051825761795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2273121476173401, + 0.040900591760873795, + 0.04453529044985771, + 0.028582006692886353, + 0.040448203682899475, + 0.02536529116332531, + 0.04860934615135193, + 0.3610885739326477, + 0.15353143215179443, + 0.029627151787281036 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.06213051825761795 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539822578430176 + ], + "opposite_logprob_tokens": [ + -0.4289822578430176 + ], + "logprob_reward": -1.0539822578430176, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539822578430176, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1470174640417099, + 0.1389181762933731, + 0.12901081144809723, + 0.08182108402252197, + 0.05148499459028244, + 0.08257460594177246, + 0.07323905825614929, + 0.07504627853631973, + 0.08403360098600388, + 0.13685385882854462 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -1.0539822578430176 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005272886715829372 + ], + "opposite_logprob_tokens": [ + -5.25527286529541 + ], + "logprob_reward": -0.005272886715829372, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005272886715829372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19733640551567078, + 0.0722828358411789, + 0.05744672939181328, + 0.04082696884870529, + 0.06779089570045471, + 0.051691122353076935, + 0.18116392195224762, + 0.22071413695812225, + 0.081044040620327, + 0.029702957719564438 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.005272886715829372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a handheld close-up featuring a violent, shaky camera motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject an adult male's fist with visible bulging veins, white knuckles, and tiny scars?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a cold, hard overhead light directly above the action?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fist smash into a bright red Fuji apple on a worn, dark-grained wooden table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the apple explode in slow motion with splattering juice and white flesh after impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004138082265854 + ], + "opposite_logprob_tokens": [ + -2.6950414180755615 + ], + "logprob_reward": -0.07004138082265854, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004138082265854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04600405693054199, + 0.06220902502536774, + 0.04091596603393555, + 0.02220730669796467, + 0.10192208737134933, + 0.029561761766672134, + 0.21401886641979218, + 0.35179272294044495, + 0.07783658802509308, + 0.05353156104683876 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.07004138082265854 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_2/index_tensor([8708, 8708])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_2/index_tensor([8708, 8708])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..33e27ebdf6ddb61c019675c4a143564a875f0a82 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_2/index_tensor([8708, 8708])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An unsteady, handheld medium shot, its slight tremor heightening the emotional tension, captures a moment of melancholy as a young woman stands quietly at a shimmering railroad crossing amidst a swirling, heavy snowfall. Her long, dark brown hair, a few strands wet from the snow, plastered to her cheeks. A hint of confusion and sorrow lingers in her clear eyes, her cheeks slightly flushed by the chill. She wears a thick, crimson wool coat, a cream-colored wool scarf tightly wrapped around her neck. Each gentle breath condenses into a distinct white mist in the icy air, then slowly dissipates into the snow. Behind her, at the railroad crossing, the red warning lights flicker rhythmically, casting intermittent halos of red light on her and the surrounding tracks, now covered in fresh snow. The entire scene presents the delicate light and shadow and extremely high color saturation of an animated film. The deep red of the girl's coat and the pure white snow scene form a strong visual contrast. Under the soft diffuse light of the cloudy day, they together create an atmosphere that is both beautiful and lonely, full of a sense of story and a hint of imperceptible expectation.", + "seed": 14119, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_2/index_8708_seed_14119_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14663098864257335, + "vlm_logprob": -0.14663098864257335, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.14663098864257335, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3524707853794098 + ], + "opposite_logprob_tokens": [ + -1.2274707555770874 + ], + "logprob_reward": -0.3524707853794098, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3524707853794098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6299964785575867, + 0.04908066987991333, + 0.061379946768283844, + 0.06990852952003479, + 0.04405634477734566, + 0.03746109828352928, + 0.03039231337606907, + 0.04030084237456322, + 0.02072956971824169, + 0.016694236546754837 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.3524707853794098 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812128305435181 + ], + "opposite_logprob_tokens": [ + -3.288121223449707 + ], + "logprob_reward": -0.03812128305435181, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812128305435181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19758448004722595, + 0.19410130381584167, + 0.12956587970256805, + 0.2500372529029846, + 0.012980751693248749, + 0.0373685322701931, + 0.03657325357198715, + 0.07703951001167297, + 0.04549925774335861, + 0.019249755889177322 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.03812128305435181 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191752955317497 + ], + "opposite_logprob_tokens": [ + -4.018191814422607 + ], + "logprob_reward": -0.018191752955317497, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018191752955317497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35819005966186523, + 0.1458354890346527, + 0.22234892845153809, + 0.060428548604249954, + 0.023913824930787086, + 0.08287439495325089, + 0.030983606353402138, + 0.024218948557972908, + 0.027013342827558517, + 0.024192821234464645 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.018191752955317497 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306488484144211 + ], + "opposite_logprob_tokens": [ + -3.168064832687378 + ], + "logprob_reward": -0.04306488484144211, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306488484144211, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19214139878749847, + 0.24221935868263245, + 0.03741783648729324, + 0.1047719419002533, + 0.033129412680864334, + 0.16537567973136902, + 0.04351649433374405, + 0.13050711154937744, + 0.030175793915987015, + 0.020745007321238518 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.04306488484144211 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813062369823456 + ], + "opposite_logprob_tokens": [ + -1.406306266784668 + ], + "logprob_reward": -0.2813062369823456, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813062369823456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38453924655914307, + 0.08700034767389297, + 0.16560250520706177, + 0.17135988175868988, + 0.01828107424080372, + 0.023897573351860046, + 0.0562475211918354, + 0.04179873690009117, + 0.023383481428027153, + 0.027889642864465714 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.2813062369823456 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An unsteady, handheld medium shot, its slight tremor heightening the emotional tension, captures a moment of melancholy as a young woman stands quietly at a shimmering railroad crossing amidst a swirling, heavy snowfall. Her long, dark brown hair, a few strands wet from the snow, plastered to her cheeks. A hint of confusion and sorrow lingers in her clear eyes, her cheeks slightly flushed by the chill. She wears a thick, crimson wool coat, a cream-colored wool scarf tightly wrapped around her neck. Each gentle breath condenses into a distinct white mist in the icy air, then slowly dissipates into the snow. Behind her, at the railroad crossing, the red warning lights flicker rhythmically, casting intermittent halos of red light on her and the surrounding tracks, now covered in fresh snow. The entire scene presents the delicate light and shadow and extremely high color saturation of an animated film. The deep red of the girl's coat and the pure white snow scene form a strong visual contrast. Under the soft diffuse light of the cloudy day, they together create an atmosphere that is both beautiful and lonely, full of a sense of story and a hint of imperceptible expectation.", + "seed": 14120, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_2/index_8708_seed_14120_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19411291163414718, + "vlm_logprob": -0.19411291163414718, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.19411291163414718, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43312323093414307 + ], + "opposite_logprob_tokens": [ + -1.058123230934143 + ], + "logprob_reward": -0.43312323093414307, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43312323093414307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2166539430618286, + 0.12930308282375336, + 0.11010846495628357, + 0.11694317311048508, + 0.059170182794332504, + 0.08928200602531433, + 0.05308324843645096, + 0.04642612114548683, + 0.12878543138504028, + 0.05024438351392746 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.43312323093414307 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428539901971817 + ], + "opposite_logprob_tokens": [ + -2.0178539752960205 + ], + "logprob_reward": -0.1428539901971817, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428539901971817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11841650307178497, + 0.05973447486758232, + 0.06392568349838257, + 0.026122355833649635, + 0.0892973318696022, + 0.06577165424823761, + 0.030850211158394814, + 0.040421824902296066, + 0.47011277079582214, + 0.035347215831279755 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.1428539901971817 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088653467595577 + ], + "opposite_logprob_tokens": [ + -4.511088848114014 + ], + "logprob_reward": -0.011088653467595577, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088653467595577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26543840765953064, + 0.11172861605882645, + 0.09519025683403015, + 0.05280936509370804, + 0.05857465788722038, + 0.06611224263906479, + 0.05527694150805473, + 0.055044904351234436, + 0.17699803411960602, + 0.06282646209001541 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.011088653467595577 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07004149258136749 + ], + "opposite_logprob_tokens": [ + -2.6950414180755615 + ], + "logprob_reward": -0.07004149258136749, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07004149258136749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2656804621219635, + 0.08598100394010544, + 0.050883401185274124, + 0.031089449301362038, + 0.03810505196452141, + 0.11549745500087738, + 0.037767164409160614, + 0.05513324216008186, + 0.2983337640762329, + 0.02152903750538826 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.07004149258136749 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.313457190990448 + ], + "opposite_logprob_tokens": [ + -1.3134572505950928 + ], + "logprob_reward": -0.313457190990448, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.313457190990448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2043447643518448, + 0.07838859409093857, + 0.07030786573886871, + 0.1321353018283844, + 0.07141156494617462, + 0.0983215793967247, + 0.06766220927238464, + 0.05737840756773949, + 0.1666233390569687, + 0.05342642217874527 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.313457190990448 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An unsteady, handheld medium shot, its slight tremor heightening the emotional tension, captures a moment of melancholy as a young woman stands quietly at a shimmering railroad crossing amidst a swirling, heavy snowfall. Her long, dark brown hair, a few strands wet from the snow, plastered to her cheeks. A hint of confusion and sorrow lingers in her clear eyes, her cheeks slightly flushed by the chill. She wears a thick, crimson wool coat, a cream-colored wool scarf tightly wrapped around her neck. Each gentle breath condenses into a distinct white mist in the icy air, then slowly dissipates into the snow. Behind her, at the railroad crossing, the red warning lights flicker rhythmically, casting intermittent halos of red light on her and the surrounding tracks, now covered in fresh snow. The entire scene presents the delicate light and shadow and extremely high color saturation of an animated film. The deep red of the girl's coat and the pure white snow scene form a strong visual contrast. Under the soft diffuse light of the cloudy day, they together create an atmosphere that is both beautiful and lonely, full of a sense of story and a hint of imperceptible expectation.", + "seed": 14121, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_2/index_8708_seed_14121_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.25567185431718825, + "vlm_logprob": -0.25567185431718825, + "vlm_yes_no_margin": 1.85, + "vlm_token_credit": -0.25567185431718825, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4329324960708618 + ], + "opposite_logprob_tokens": [ + -1.0579324960708618 + ], + "logprob_reward": -0.4329324960708618, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4329324960708618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1239294782280922, + 0.04754168167710304, + 0.047238290309906006, + 0.6665432453155518, + 0.015933625400066376, + 0.01835249736905098, + 0.02409348450601101, + 0.02024504728615284, + 0.022089485079050064, + 0.014033160172402859 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.4329324960708618 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901984453201294 + ], + "opposite_logprob_tokens": [ + -2.579019784927368 + ], + "logprob_reward": -0.07901984453201294, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901984453201294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2118624448776245, + 0.06085633859038353, + 0.09730768948793411, + 0.18916364014148712, + 0.02888706512749195, + 0.10216406732797623, + 0.041861601173877716, + 0.14807094633579254, + 0.04138970375061035, + 0.0784364715218544 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.07901984453201294 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020595036447048187 + ], + "opposite_logprob_tokens": [ + -3.895595073699951 + ], + "logprob_reward": -0.020595036447048187, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020595036447048187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10929527133703232, + 0.06899901479482651, + 0.06467921286821365, + 0.6019734740257263, + 0.014380543492734432, + 0.03325193002820015, + 0.0198782067745924, + 0.051268234848976135, + 0.013186994940042496, + 0.023087028414011 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.020595036447048187 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297674477100372 + ], + "opposite_logprob_tokens": [ + -2.2379767894744873 + ], + "logprob_reward": -0.11297674477100372, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297674477100372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22326034307479858, + 0.20075319707393646, + 0.08165884763002396, + 0.03257853165268898, + 0.10111264884471893, + 0.10049080103635788, + 0.1132897287607193, + 0.10810534656047821, + 0.020128238946199417, + 0.018622253090143204 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.11297674477100372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328351497650146 + ], + "opposite_logprob_tokens": [ + -0.7578351497650146 + ], + "logprob_reward": -0.6328351497650146, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328351497650146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2176080048084259, + 0.08791074901819229, + 0.06298766285181046, + 0.35247963666915894, + 0.03711231052875519, + 0.09836164116859436, + 0.04501776769757271, + 0.053427986800670624, + 0.024977223947644234, + 0.020116951316595078 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.6328351497650146 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An unsteady, handheld medium shot, its slight tremor heightening the emotional tension, captures a moment of melancholy as a young woman stands quietly at a shimmering railroad crossing amidst a swirling, heavy snowfall. Her long, dark brown hair, a few strands wet from the snow, plastered to her cheeks. A hint of confusion and sorrow lingers in her clear eyes, her cheeks slightly flushed by the chill. She wears a thick, crimson wool coat, a cream-colored wool scarf tightly wrapped around her neck. Each gentle breath condenses into a distinct white mist in the icy air, then slowly dissipates into the snow. Behind her, at the railroad crossing, the red warning lights flicker rhythmically, casting intermittent halos of red light on her and the surrounding tracks, now covered in fresh snow. The entire scene presents the delicate light and shadow and extremely high color saturation of an animated film. The deep red of the girl's coat and the pure white snow scene form a strong visual contrast. Under the soft diffuse light of the cloudy day, they together create an atmosphere that is both beautiful and lonely, full of a sense of story and a hint of imperceptible expectation.", + "seed": 14122, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_2/index_8708_seed_14122_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.6420152254402638, + "vlm_logprob": -0.6420152254402638, + "vlm_yes_no_margin": 1.1, + "vlm_token_credit": -0.6420152254402638, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.695381760597229 + ], + "opposite_logprob_tokens": [ + -0.695381760597229 + ], + "logprob_reward": -0.695381760597229, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.695381760597229, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23697896301746368, + 0.06479483097791672, + 0.05244032293558121, + 0.0565541535615921, + 0.047665126621723175, + 0.10374853014945984, + 0.17824582755565643, + 0.1547488272190094, + 0.08093243092298508, + 0.023890962824225426 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.695381760597229 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.0177714824676514 + ], + "opposite_logprob_tokens": [ + -0.14277151226997375 + ], + "logprob_reward": -2.0177714824676514, + "yes_no_margin_reward": -1.875, + "token_credit_reward": -2.0177714824676514, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.486451655626297, + 0.15061716735363007, + 0.07523893564939499, + 0.028875330463051796, + 0.031739089637994766, + 0.020983237773180008, + 0.06040390953421593, + 0.021816328167915344, + 0.07209829986095428, + 0.051776062697172165 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -2.0177714824676514 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029842521995306015 + ], + "opposite_logprob_tokens": [ + -3.5298426151275635 + ], + "logprob_reward": -0.029842521995306015, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029842521995306015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45997872948646545, + 0.15777955949306488, + 0.06634610891342163, + 0.036121636629104614, + 0.029257891699671745, + 0.0283525250852108, + 0.06889797002077103, + 0.03461206331849098, + 0.0717630609869957, + 0.04689053073525429 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.029842521995306015 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038141824305057526 + ], + "opposite_logprob_tokens": [ + -3.2881417274475098 + ], + "logprob_reward": -0.038141824305057526, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038141824305057526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30195844173431396, + 0.19114632904529572, + 0.17300060391426086, + 0.04487314075231552, + 0.09737660735845566, + 0.04313357546925545, + 0.04589158296585083, + 0.015346703119575977, + 0.05372268334031105, + 0.03355034440755844 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.038141824305057526 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot with an unsteady, handheld camera movement?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set at a railroad crossing during heavy snowfall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character a young woman wearing a thick crimson wool coat and a cream-colored wool scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are red warning lights visible flickering rhythmically behind the character?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style that of an animated film with extremely high color saturation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42893853783607483 + ], + "opposite_logprob_tokens": [ + -1.0539385080337524 + ], + "logprob_reward": -0.42893853783607483, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42893853783607483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34846076369285583, + 0.10392040014266968, + 0.06356457620859146, + 0.04188328981399536, + 0.07207073271274567, + 0.04649665206670761, + 0.15569867193698883, + 0.05593237653374672, + 0.076835498213768, + 0.03513699024915695 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.42893853783607483 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_3/index_tensor([706, 706])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_3/index_tensor([706, 706])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d32e2cf4f89d0b53ae3ed2eabd7ad1efb78a25e9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_3/index_tensor([706, 706])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static medium shot, framed from a fixed low-side angle, captures a scene of profound tranquility that embodies traditional Japanese aesthetics. In the background, water cascades in a gentle, continuous stream, flowing down a dark, damp rock wall. The rock surface is almost completely covered by a thick, velvety carpet of deep green moss that appears saturated with moisture. In the foreground, a sturdy fern serves as the central subject, its dark, gnarled base firmly planted. From its core, a magnificent crown of large, feathery fronds unfolds, each boasting a striking copper-red hue that contrasts strikingly with the earthy tones of the scene. A fine, ethereal mist, created by the gentle rush of the waterfall, drifts through the air and delicately settles on the fern's fronds, causing countless tiny droplets to cling to the edges of each leaf, shimmering like miniature jewels. The entire composition is bathed in a soft, diffused, cool-toned light that enhances the rich textures of the wet stone and delicate foliage, while the minimalist composition creates a serene, contemplative atmosphere, finding a quiet, fleeting beauty in this perfectly balanced natural moment.", + "seed": 28510, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_3/index_706_seed_28510_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01143832232337445, + "vlm_logprob": -0.01143832232337445, + "vlm_yes_no_margin": 5.225, + "vlm_token_credit": -0.01143832232337445, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.042132019996643066 + ], + "opposite_logprob_tokens": [ + -3.2921319007873535 + ], + "logprob_reward": -0.042132019996643066, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.042132019996643066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11511674523353577, + 0.044948820024728775, + 0.22932268679141998, + 0.026762591674923897, + 0.24994803965091705, + 0.03242988884449005, + 0.20869800448417664, + 0.01418047770857811, + 0.05032172426581383, + 0.02827102690935135 + ], + "top_frames": [ + 4, + 2, + 6 + ], + "selected_reward": -0.042132019996643066 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003624300705268979 + ], + "opposite_logprob_tokens": [ + -5.628624439239502 + ], + "logprob_reward": -0.003624300705268979, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003624300705268979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059144143015146255, + 0.04700005427002907, + 0.7473948001861572, + 0.01920200139284134, + 0.03606351092457771, + 0.02782643586397171, + 0.024086765944957733, + 0.014366677030920982, + 0.007609491236507893, + 0.017306029796600342 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.003624300705268979 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015136463334783912 + ], + "opposite_logprob_tokens": [ + -6.501513481140137 + ], + "logprob_reward": -0.0015136463334783912, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015136463334783912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02291971631348133, + 0.013194725848734379, + 0.7845363020896912, + 0.01258089765906334, + 0.04565870016813278, + 0.020907025784254074, + 0.06057077646255493, + 0.010443518869578838, + 0.01493729930371046, + 0.014251038432121277 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.0015136463334783912 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003190310439094901 + ], + "opposite_logprob_tokens": [ + -5.753190517425537 + ], + "logprob_reward": -0.003190310439094901, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003190310439094901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041406381875276566, + 0.01955009251832962, + 0.8234443068504333, + 0.011426202952861786, + 0.005998827051371336, + 0.00597287155687809, + 0.049896240234375, + 0.017873233184218407, + 0.018013713881373405, + 0.0064181373454630375 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.003190310439094901 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731334142386913 + ], + "opposite_logprob_tokens": [ + -5.0067315101623535 + ], + "logprob_reward": -0.006731334142386913, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731334142386913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060665473341941833, + 0.05309135466814041, + 0.4809947907924652, + 0.028757890686392784, + 0.11965463310480118, + 0.022028723731637, + 0.16431298851966858, + 0.022288989275693893, + 0.026745079085230827, + 0.021460112184286118 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.006731334142386913 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, framed from a fixed low-side angle, captures a scene of profound tranquility that embodies traditional Japanese aesthetics. In the background, water cascades in a gentle, continuous stream, flowing down a dark, damp rock wall. The rock surface is almost completely covered by a thick, velvety carpet of deep green moss that appears saturated with moisture. In the foreground, a sturdy fern serves as the central subject, its dark, gnarled base firmly planted. From its core, a magnificent crown of large, feathery fronds unfolds, each boasting a striking copper-red hue that contrasts strikingly with the earthy tones of the scene. A fine, ethereal mist, created by the gentle rush of the waterfall, drifts through the air and delicately settles on the fern's fronds, causing countless tiny droplets to cling to the edges of each leaf, shimmering like miniature jewels. The entire composition is bathed in a soft, diffused, cool-toned light that enhances the rich textures of the wet stone and delicate foliage, while the minimalist composition creates a serene, contemplative atmosphere, finding a quiet, fleeting beauty in this perfectly balanced natural moment.", + "seed": 28511, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_3/index_706_seed_28511_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015892330463975667, + "vlm_logprob": -0.015892330463975667, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.015892330463975667, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05738136172294617 + ], + "opposite_logprob_tokens": [ + -2.9323813915252686 + ], + "logprob_reward": -0.05738136172294617, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05738136172294617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36269789934158325, + 0.16449607908725739, + 0.05503591522574425, + 0.04369388520717621, + 0.09820318967103958, + 0.05393736809492111, + 0.07410963624715805, + 0.019836561754345894, + 0.09268190711736679, + 0.03530757501721382 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.05738136172294617 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745780352503061 + ], + "opposite_logprob_tokens": [ + -5.0067458152771 + ], + "logprob_reward": -0.006745780352503061, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745780352503061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30787256360054016, + 0.07536286115646362, + 0.0444038026034832, + 0.07827626913785934, + 0.07249213755130768, + 0.08312899619340897, + 0.09325026720762253, + 0.012763934209942818, + 0.20796629786491394, + 0.02448289468884468 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.006745780352503061 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003615511115640402 + ], + "opposite_logprob_tokens": [ + -5.628615379333496 + ], + "logprob_reward": -0.003615511115640402, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003615511115640402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4470580816268921, + 0.172745019197464, + 0.043425705283880234, + 0.06173786520957947, + 0.05189577117562294, + 0.07294949144124985, + 0.052614644169807434, + 0.020953934639692307, + 0.04842193052172661, + 0.028197605162858963 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.003615511115640402 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092888906598091 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092888906598091, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092888906598091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19637994468212128, + 0.10051150619983673, + 0.07155497372150421, + 0.18297100067138672, + 0.04926104471087456, + 0.25405243039131165, + 0.03046421892940998, + 0.02669632062315941, + 0.03772154450416565, + 0.05038696527481079 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.004092888906598091 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076261102221906185 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.0076261102221906185, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076261102221906185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09144788980484009, + 0.08155319094657898, + 0.03746232017874718, + 0.0657031238079071, + 0.042330071330070496, + 0.4687477946281433, + 0.05911939963698387, + 0.03328544646501541, + 0.06463032215833664, + 0.05572044849395752 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.0076261102221906185 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, framed from a fixed low-side angle, captures a scene of profound tranquility that embodies traditional Japanese aesthetics. In the background, water cascades in a gentle, continuous stream, flowing down a dark, damp rock wall. The rock surface is almost completely covered by a thick, velvety carpet of deep green moss that appears saturated with moisture. In the foreground, a sturdy fern serves as the central subject, its dark, gnarled base firmly planted. From its core, a magnificent crown of large, feathery fronds unfolds, each boasting a striking copper-red hue that contrasts strikingly with the earthy tones of the scene. A fine, ethereal mist, created by the gentle rush of the waterfall, drifts through the air and delicately settles on the fern's fronds, causing countless tiny droplets to cling to the edges of each leaf, shimmering like miniature jewels. The entire composition is bathed in a soft, diffused, cool-toned light that enhances the rich textures of the wet stone and delicate foliage, while the minimalist composition creates a serene, contemplative atmosphere, finding a quiet, fleeting beauty in this perfectly balanced natural moment.", + "seed": 28512, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_3/index_706_seed_28512_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.00874465899541974, + "vlm_logprob": -0.00874465899541974, + "vlm_yes_no_margin": 5.5, + "vlm_token_credit": -0.00874465899541974, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03257830813527107 + ], + "opposite_logprob_tokens": [ + -3.532578229904175 + ], + "logprob_reward": -0.03257830813527107, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03257830813527107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1510837972164154, + 0.11021061986684799, + 0.14294494688510895, + 0.054757218807935715, + 0.10395043343305588, + 0.059940584003925323, + 0.0673399418592453, + 0.107093945145607, + 0.07399323582649231, + 0.12868531048297882 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.03257830813527107 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031974404118955135 + ], + "opposite_logprob_tokens": [ + -5.75319766998291 + ], + "logprob_reward": -0.0031974404118955135, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031974404118955135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1596229076385498, + 0.13425512611865997, + 0.1491425633430481, + 0.06051460653543472, + 0.053462445735931396, + 0.08557343482971191, + 0.03245719522237778, + 0.26933154463768005, + 0.030405571684241295, + 0.02523462474346161 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.0031974404118955135 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002817234955728054 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.002817234955728054, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002817234955728054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17523999512195587, + 0.17522677779197693, + 0.12865009903907776, + 0.09747380018234253, + 0.12215884029865265, + 0.07357765734195709, + 0.06548453867435455, + 0.09969161450862885, + 0.03487052395939827, + 0.027626167982816696 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.002817234955728054 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001039203256368637 + ], + "opposite_logprob_tokens": [ + -6.876039028167725 + ], + "logprob_reward": -0.001039203256368637, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001039203256368637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26892057061195374, + 0.08745363354682922, + 0.11831165850162506, + 0.06318014860153198, + 0.08591655641794205, + 0.09368948638439178, + 0.056629475206136703, + 0.10800093412399292, + 0.05789549648761749, + 0.06000206246972084 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.001039203256368637 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091108217835426 + ], + "opposite_logprob_tokens": [ + -5.504091262817383 + ], + "logprob_reward": -0.004091108217835426, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091108217835426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1994677037000656, + 0.11742343753576279, + 0.10094603151082993, + 0.14810267090797424, + 0.056999169290065765, + 0.15156638622283936, + 0.08465533703565598, + 0.0480128638446331, + 0.04605855420231819, + 0.04676778241991997 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.004091108217835426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, framed from a fixed low-side angle, captures a scene of profound tranquility that embodies traditional Japanese aesthetics. In the background, water cascades in a gentle, continuous stream, flowing down a dark, damp rock wall. The rock surface is almost completely covered by a thick, velvety carpet of deep green moss that appears saturated with moisture. In the foreground, a sturdy fern serves as the central subject, its dark, gnarled base firmly planted. From its core, a magnificent crown of large, feathery fronds unfolds, each boasting a striking copper-red hue that contrasts strikingly with the earthy tones of the scene. A fine, ethereal mist, created by the gentle rush of the waterfall, drifts through the air and delicately settles on the fern's fronds, causing countless tiny droplets to cling to the edges of each leaf, shimmering like miniature jewels. The entire composition is bathed in a soft, diffused, cool-toned light that enhances the rich textures of the wet stone and delicate foliage, while the minimalist composition creates a serene, contemplative atmosphere, finding a quiet, fleeting beauty in this perfectly balanced natural moment.", + "seed": 28513, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_3/index_706_seed_28513_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.010164074739441276, + "vlm_logprob": -0.010164074739441276, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.010164074739441276, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026887118816375732 + ], + "opposite_logprob_tokens": [ + -3.7768871784210205 + ], + "logprob_reward": -0.026887118816375732, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.026887118816375732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3430294692516327, + 0.14263877272605896, + 0.07049348950386047, + 0.05225125327706337, + 0.08342470973730087, + 0.054092567414045334, + 0.04252291098237038, + 0.051203470677137375, + 0.040591225028038025, + 0.11975213885307312 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.026887118816375732 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956517532467842 + ], + "opposite_logprob_tokens": [ + -5.130956649780273 + ], + "logprob_reward": -0.005956517532467842, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956517532467842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24100053310394287, + 0.137802854180336, + 0.049403417855501175, + 0.0732177272439003, + 0.15034088492393494, + 0.1443411409854889, + 0.019844748079776764, + 0.07464559376239777, + 0.07452939450740814, + 0.03487374261021614 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.005956517532467842 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737373303622007 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737373303622007, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737373303622007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3686451315879822, + 0.18510060012340546, + 0.11323503404855728, + 0.035454194992780685, + 0.04824671894311905, + 0.04489343985915184, + 0.02087179198861122, + 0.03866890072822571, + 0.11066890507936478, + 0.03421535715460777 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.006737373303622007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036131355445832014 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.0036131355445832014, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036131355445832014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3142499327659607, + 0.16111339628696442, + 0.07669617235660553, + 0.09388934075832367, + 0.05600191280245781, + 0.05796637758612633, + 0.04637078195810318, + 0.04606916010379791, + 0.05268951132893562, + 0.09495346993207932 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0036131355445832014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static medium shot from a fixed low-side angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a sturdy fern with a dark, gnarled base visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the fern's fronds display a striking copper-red hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a dark, damp rock wall covered in deep green moss with a cascading water stream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in soft, diffused, cool-toned light with fine mist settling on the fern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626228500157595 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.007626228500157595, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626228500157595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21017314493656158, + 0.20560994744300842, + 0.0847288966178894, + 0.0622640997171402, + 0.057250335812568665, + 0.026683323085308075, + 0.035645581781864166, + 0.07103985548019409, + 0.16686536371707916, + 0.07973936945199966 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.007626228500157595 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_4/index_tensor([6881, 6881])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_4/index_tensor([6881, 6881])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3fd66e131e8080f2ddbea891b5aab999a2a98c9f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_4/index_tensor([6881, 6881])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion, low-angle tracking shot delicately captures the tragic moment a young general plunges from his panicked, neighing black warhorse. The general is clad in a finely crafted suit of gleaming silver armor, its plates intricately carved with cloud patterns. The armor, battered by fierce battle, is riddled with scratches and slight dents, yet its cool metallic sheen gleams in the dimming light. His handsome face is stained with dust and a streak of blood, and his long, raven-black hair, once tied in a bun, has unfurled in the fall, fluttering messily in the air. As his body arches backward, plummeting to the ground in an almost balletic motion, the vast scarlet cape behind him suddenly unfurls like a flower. The backdrop is a vast, muddy battlefield, strewn with broken flags and discarded weapons. The sky is consumed by a hail of arrows, dense as locusts. Countless black bolts, whistling with a sharp whistle, pierce the smoky air from all directions, plummeting alongside the general. The faint glow of distant war flames and a few burning arrows provided the only light source, casting flickering spots of light on the general's armor, freezing the violence and beauty of this moment, and creating an epic yet heartbreaking atmosphere of a hero's end.", + "seed": 27565, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_4/index_6881_seed_27565_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04237251551821828, + "vlm_logprob": -0.04237251551821828, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.04237251551821828, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10212606936693192 + ], + "opposite_logprob_tokens": [ + -2.352126121520996 + ], + "logprob_reward": -0.10212606936693192, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10212606936693192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09042002260684967, + 0.07391215115785599, + 0.1090063750743866, + 0.10173635184764862, + 0.2620796859264374, + 0.21937578916549683, + 0.04523129016160965, + 0.04287921264767647, + 0.029778147116303444, + 0.025580914691090584 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.10212606936693192 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810223564505577 + ], + "opposite_logprob_tokens": [ + -3.288102149963379 + ], + "logprob_reward": -0.03810223564505577, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810223564505577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2072562426328659, + 0.0419921875, + 0.0883612409234047, + 0.04380247741937637, + 0.20581844449043274, + 0.11199892312288284, + 0.07863597571849823, + 0.09169986844062805, + 0.07674171775579453, + 0.05369291454553604 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.03810223564505577 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024952725507318974 + ], + "opposite_logprob_tokens": [ + -6.002495288848877 + ], + "logprob_reward": -0.0024952725507318974, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024952725507318974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24242812395095825, + 0.05562852323055267, + 0.06092812865972519, + 0.060251228511333466, + 0.3876417279243469, + 0.06515704840421677, + 0.05677592009305954, + 0.02179979719221592, + 0.020177602767944336, + 0.029211923480033875 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0024952725507318974 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198355376720428 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198355376720428, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198355376720428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38396722078323364, + 0.1701887845993042, + 0.06380907446146011, + 0.06925567239522934, + 0.14178259670734406, + 0.02627190388739109, + 0.04776214435696602, + 0.04280408099293709, + 0.019753925502300262, + 0.03440462052822113 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.014198355376720428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494064465165138 + ], + "opposite_logprob_tokens": [ + -2.929940700531006 + ], + "logprob_reward": -0.05494064465165138, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494064465165138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1873479187488556, + 0.034856319427490234, + 0.059614621102809906, + 0.1102086529135704, + 0.3408578932285309, + 0.10477279126644135, + 0.028357502073049545, + 0.04652857035398483, + 0.058483656495809555, + 0.028972042724490166 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.05494064465165138 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion, low-angle tracking shot delicately captures the tragic moment a young general plunges from his panicked, neighing black warhorse. The general is clad in a finely crafted suit of gleaming silver armor, its plates intricately carved with cloud patterns. The armor, battered by fierce battle, is riddled with scratches and slight dents, yet its cool metallic sheen gleams in the dimming light. His handsome face is stained with dust and a streak of blood, and his long, raven-black hair, once tied in a bun, has unfurled in the fall, fluttering messily in the air. As his body arches backward, plummeting to the ground in an almost balletic motion, the vast scarlet cape behind him suddenly unfurls like a flower. The backdrop is a vast, muddy battlefield, strewn with broken flags and discarded weapons. The sky is consumed by a hail of arrows, dense as locusts. Countless black bolts, whistling with a sharp whistle, pierce the smoky air from all directions, plummeting alongside the general. The faint glow of distant war flames and a few burning arrows provided the only light source, casting flickering spots of light on the general's armor, freezing the violence and beauty of this moment, and creating an epic yet heartbreaking atmosphere of a hero's end.", + "seed": 27566, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_4/index_6881_seed_27566_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.049446193617768586, + "vlm_logprob": -0.049446193617768586, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.049446193617768586, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08024288713932037 + ], + "opposite_logprob_tokens": [ + -2.580242872238159 + ], + "logprob_reward": -0.08024288713932037, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08024288713932037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15996351838111877, + 0.04316293075680733, + 0.03692743554711342, + 0.02177748642861843, + 0.03313204646110535, + 0.12368312478065491, + 0.07213189452886581, + 0.11616373062133789, + 0.3740015923976898, + 0.019056160002946854 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.08024288713932037 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865216836333275 + ], + "opposite_logprob_tokens": [ + -3.048652172088623 + ], + "logprob_reward": -0.04865216836333275, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865216836333275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1253385841846466, + 0.050446126610040665, + 0.06761276721954346, + 0.03602093830704689, + 0.016170555725693703, + 0.017260558903217316, + 0.06461810320615768, + 0.0799776092171669, + 0.14526112377643585, + 0.39729365706443787 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.04865216836333275 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001336158369667828 + ], + "opposite_logprob_tokens": [ + -6.626336097717285 + ], + "logprob_reward": -0.001336158369667828, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001336158369667828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17719298601150513, + 0.05199408903717995, + 0.05169280618429184, + 0.035974759608507156, + 0.05594325065612793, + 0.1278684288263321, + 0.08922777324914932, + 0.041170645505189896, + 0.2940012216567993, + 0.07493402808904648 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.001336158369667828 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004089446272701025 + ], + "opposite_logprob_tokens": [ + -5.50408935546875 + ], + "logprob_reward": -0.004089446272701025, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004089446272701025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20920325815677643, + 0.06822454184293747, + 0.09909038245677948, + 0.03891157731413841, + 0.03322329372167587, + 0.0709804967045784, + 0.07403546571731567, + 0.037740301340818405, + 0.2899108827114105, + 0.07867978513240814 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.004089446272701025 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291030794382095 + ], + "opposite_logprob_tokens": [ + -2.237910270690918 + ], + "logprob_reward": -0.11291030794382095, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291030794382095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16448363661766052, + 0.09696114808320999, + 0.12476789951324463, + 0.09034173935651779, + 0.02659030817449093, + 0.05925735458731651, + 0.12561793625354767, + 0.12248991429805756, + 0.044157106429338455, + 0.14533297717571259 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.11291030794382095 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion, low-angle tracking shot delicately captures the tragic moment a young general plunges from his panicked, neighing black warhorse. The general is clad in a finely crafted suit of gleaming silver armor, its plates intricately carved with cloud patterns. The armor, battered by fierce battle, is riddled with scratches and slight dents, yet its cool metallic sheen gleams in the dimming light. His handsome face is stained with dust and a streak of blood, and his long, raven-black hair, once tied in a bun, has unfurled in the fall, fluttering messily in the air. As his body arches backward, plummeting to the ground in an almost balletic motion, the vast scarlet cape behind him suddenly unfurls like a flower. The backdrop is a vast, muddy battlefield, strewn with broken flags and discarded weapons. The sky is consumed by a hail of arrows, dense as locusts. Countless black bolts, whistling with a sharp whistle, pierce the smoky air from all directions, plummeting alongside the general. The faint glow of distant war flames and a few burning arrows provided the only light source, casting flickering spots of light on the general's armor, freezing the violence and beauty of this moment, and creating an epic yet heartbreaking atmosphere of a hero's end.", + "seed": 27567, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_4/index_6881_seed_27567_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06096291881985962, + "vlm_logprob": -0.06096291881985962, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.06096291881985962, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16139817237854004 + ], + "opposite_logprob_tokens": [ + -1.91139817237854 + ], + "logprob_reward": -0.16139817237854004, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16139817237854004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1093302071094513, + 0.030578037723898888, + 0.05726476386189461, + 0.1008993610739708, + 0.06857671588659286, + 0.1911700963973999, + 0.03597545623779297, + 0.05674898251891136, + 0.025279026478528976, + 0.3241773545742035 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.16139817237854004 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810521960258484 + ], + "opposite_logprob_tokens": [ + -3.2881052494049072 + ], + "logprob_reward": -0.03810521960258484, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810521960258484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14133135974407196, + 0.06350907683372498, + 0.04842141270637512, + 0.05110882595181465, + 0.03965042531490326, + 0.11238931864500046, + 0.08223078399896622, + 0.29560062289237976, + 0.07556558400392532, + 0.09019260853528976 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.03810521960258484 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028246049769222736 + ], + "opposite_logprob_tokens": [ + -5.877824783325195 + ], + "logprob_reward": -0.0028246049769222736, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028246049769222736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13776205480098724, + 0.04464820399880409, + 0.04216586798429489, + 0.05404138192534447, + 0.08073889464139938, + 0.2888025939464569, + 0.13497427105903625, + 0.07319118082523346, + 0.028332922607660294, + 0.11534259468317032 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.0028246049769222736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021956877317279577 + ], + "opposite_logprob_tokens": [ + -6.127195835113525 + ], + "logprob_reward": -0.0021956877317279577, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021956877317279577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3915475308895111, + 0.08053306490182877, + 0.0508771613240242, + 0.04377081245183945, + 0.04538774490356445, + 0.20494340360164642, + 0.0934363454580307, + 0.016030574217438698, + 0.024753302335739136, + 0.048720117658376694 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.0021956877317279577 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029090940952301 + ], + "opposite_logprob_tokens": [ + -2.3502910137176514 + ], + "logprob_reward": -0.10029090940952301, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029090940952301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13602201640605927, + 0.059126775711774826, + 0.08328793197870255, + 0.1315552145242691, + 0.11324657499790192, + 0.0980498269200325, + 0.05295001342892647, + 0.04274113103747368, + 0.056730423122644424, + 0.22629018127918243 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.10029090940952301 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion, low-angle tracking shot delicately captures the tragic moment a young general plunges from his panicked, neighing black warhorse. The general is clad in a finely crafted suit of gleaming silver armor, its plates intricately carved with cloud patterns. The armor, battered by fierce battle, is riddled with scratches and slight dents, yet its cool metallic sheen gleams in the dimming light. His handsome face is stained with dust and a streak of blood, and his long, raven-black hair, once tied in a bun, has unfurled in the fall, fluttering messily in the air. As his body arches backward, plummeting to the ground in an almost balletic motion, the vast scarlet cape behind him suddenly unfurls like a flower. The backdrop is a vast, muddy battlefield, strewn with broken flags and discarded weapons. The sky is consumed by a hail of arrows, dense as locusts. Countless black bolts, whistling with a sharp whistle, pierce the smoky air from all directions, plummeting alongside the general. The faint glow of distant war flames and a few burning arrows provided the only light source, casting flickering spots of light on the general's armor, freezing the violence and beauty of this moment, and creating an epic yet heartbreaking atmosphere of a hero's end.", + "seed": 27568, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_4/index_6881_seed_27568_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.045966077130287886, + "vlm_logprob": -0.045966077130287886, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.045966077130287886, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09001784771680832 + ], + "opposite_logprob_tokens": [ + -2.465017795562744 + ], + "logprob_reward": -0.09001784771680832, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09001784771680832, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10036078095436096, + 0.03013625182211399, + 0.04364141821861267, + 0.0751301646232605, + 0.5178824663162231, + 0.03634039685130119, + 0.03497467190027237, + 0.044654570519924164, + 0.06055396422743797, + 0.056325361132621765 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.09001784771680832 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306020215153694 + ], + "opposite_logprob_tokens": [ + -3.168060302734375 + ], + "logprob_reward": -0.04306020215153694, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306020215153694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0921526849269867, + 0.06342144310474396, + 0.08822683990001678, + 0.11646468192338943, + 0.09509819746017456, + 0.09790979325771332, + 0.025200996547937393, + 0.08383220434188843, + 0.23370376229286194, + 0.10398940742015839 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.04306020215153694 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024922997690737247 + ], + "opposite_logprob_tokens": [ + -6.002492427825928 + ], + "logprob_reward": -0.0024922997690737247, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024922997690737247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2346896082162857, + 0.08897894620895386, + 0.11482277512550354, + 0.07250075042247772, + 0.06513191014528275, + 0.11594270169734955, + 0.04663718491792679, + 0.06329736113548279, + 0.10136013478040695, + 0.09663859754800797 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.0024922997690737247 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005250236950814724 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.005250236950814724, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005250236950814724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18975679576396942, + 0.04560789465904236, + 0.07267210632562637, + 0.08238235116004944, + 0.21336400508880615, + 0.08128107339143753, + 0.017348837107419968, + 0.03919190913438797, + 0.2107846587896347, + 0.04761040583252907 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.005250236950814724 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a young general clad in silver armor with cloud patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general falling backward from a panicked black warhorse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general's face stained with dust and a streak of blood while his hair unfurls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a vast muddy battlefield with broken flags and discarded weapons under a hail of arrows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot capturing the scene in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900979906320572 + ], + "opposite_logprob_tokens": [ + -2.4640097618103027 + ], + "logprob_reward": -0.08900979906320572, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900979906320572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.155364528298378, + 0.05484269931912422, + 0.10311417281627655, + 0.2057025283575058, + 0.20716586709022522, + 0.06227637082338333, + 0.030909284949302673, + 0.051329586654901505, + 0.06376069039106369, + 0.06553429365158081 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.08900979906320572 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_5/index_tensor([1152, 1152])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_5/index_tensor([1152, 1152])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..99b7c00ec81335c72f0e0f180034c82574df7325 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_5/index_tensor([1152, 1152])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long, uninterrupted, dynamic tracking shot locks onto and circles a weathered wooden easel spinning rapidly in mid-air. The old easel's surface is covered in scratches, dents, and the fine cracks of age. Layers of thick, dried-up paint, from deep Prussian blue and fiery cadmium red to brilliant lemon yellow and pure titanium white, some of which have cracked, creating a mottled texture. Amidst a pure black, boundless void, the easel undergoes a wild, erratic rotation about its central axis. With each violent tumble and twist, the intense centrifugal force hurls the still-dry, viscous paint, creating dazzling streaks of color and splashes of liquid against the inky black background. These color trails sometimes resemble the slender, brilliant tails of a comet; sometimes, like exploding fireworks, they burst forth into countless tiny specks of color. The camera follows steadily and persistently, capturing every moment of color splashing. The entire picture is full of uncontrolled dynamic beauty and pure creative energy, like a silent but intense color symphony.", + "seed": 31506, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_5/index_1152_seed_31506_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.29426443949341774, + "vlm_logprob": -0.29426443949341774, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.29426443949341774, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6939331889152527 + ], + "opposite_logprob_tokens": [ + -0.6939331889152527 + ], + "logprob_reward": -0.6939331889152527, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6939331889152527, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05646805092692375, + 0.05076862871646881, + 0.11193184554576874, + 0.25397688150405884, + 0.08260154724121094, + 0.03135806322097778, + 0.039671335369348526, + 0.03098718635737896, + 0.11611340194940567, + 0.22612306475639343 + ], + "top_frames": [ + 3, + 9, + 8 + ], + "selected_reward": -0.6939331889152527 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04311055690050125 + ], + "opposite_logprob_tokens": [ + -3.1681106090545654 + ], + "logprob_reward": -0.04311055690050125, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04311055690050125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07831279933452606, + 0.10116510093212128, + 0.04046407714486122, + 0.10271978378295898, + 0.07884620875120163, + 0.021999143064022064, + 0.018229277804493904, + 0.021873945370316505, + 0.10801936686038971, + 0.42837029695510864 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.04311055690050125 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086884886026382 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011086884886026382, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086884886026382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1083311215043068, + 0.06053878739476204, + 0.0634247288107872, + 0.14154841005802155, + 0.034929610788822174, + 0.05623418837785721, + 0.05045701935887337, + 0.015126263722777367, + 0.15185903012752533, + 0.31755080819129944 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.011086884886026382 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933701038360596 + ], + "opposite_logprob_tokens": [ + -0.6933701038360596 + ], + "logprob_reward": -0.6933701038360596, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933701038360596, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1768215000629425, + 0.09166104346513748, + 0.03893376514315605, + 0.19325397908687592, + 0.1432250589132309, + 0.06050708517432213, + 0.015671687200665474, + 0.011441187933087349, + 0.05829380452632904, + 0.21019090712070465 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.6933701038360596 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982146292924881 + ], + "opposite_logprob_tokens": [ + -3.5298213958740234 + ], + "logprob_reward": -0.02982146292924881, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982146292924881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08145485818386078, + 0.1154962033033371, + 0.08732058852910995, + 0.2149454802274704, + 0.1533885896205902, + 0.0457875058054924, + 0.03257890045642853, + 0.024790016934275627, + 0.09189717471599579, + 0.15234065055847168 + ], + "top_frames": [ + 3, + 4, + 9 + ], + "selected_reward": -0.02982146292924881 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "long, uninterrupted, dynamic tracking shot locks onto and circles a weathered wooden easel spinning rapidly in mid-air. The old easel's surface is covered in scratches, dents, and the fine cracks of age. Layers of thick, dried-up paint, from deep Prussian blue and fiery cadmium red to brilliant lemon yellow and pure titanium white, some of which have cracked, creating a mottled texture. Amidst a pure black, boundless void, the easel undergoes a wild, erratic rotation about its central axis. With each violent tumble and twist, the intense centrifugal force hurls the still-dry, viscous paint, creating dazzling streaks of color and splashes of liquid against the inky black background. These color trails sometimes resemble the slender, brilliant tails of a comet; sometimes, like exploding fireworks, they burst forth into countless tiny specks of color. The camera follows steadily and persistently, capturing every moment of color splashing. The entire picture is full of uncontrolled dynamic beauty and pure creative energy, like a silent but intense color symphony.", + "seed": 31507, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_5/index_1152_seed_31507_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4943848269060254, + "vlm_logprob": -0.4943848269060254, + "vlm_yes_no_margin": 1.749999988079071, + "vlm_token_credit": -0.4943848269060254, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.224143147468567 + ], + "opposite_logprob_tokens": [ + -0.3491431772708893 + ], + "logprob_reward": -1.224143147468567, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.224143147468567, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06600640714168549, + 0.04394972696900368, + 0.01905590109527111, + 0.3066566288471222, + 0.08997461944818497, + 0.027983497828245163, + 0.3389124274253845, + 0.025741921737790108, + 0.015033435076475143, + 0.06668539345264435 + ], + "top_frames": [ + 6, + 3, + 4 + ], + "selected_reward": -1.224143147468567 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055036213248968124 + ], + "opposite_logprob_tokens": [ + -2.9300363063812256 + ], + "logprob_reward": -0.055036213248968124, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055036213248968124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08537781983613968, + 0.0952121913433075, + 0.03220629692077637, + 0.10011842101812363, + 0.1831456422805786, + 0.030085327103734016, + 0.2951158881187439, + 0.05300050228834152, + 0.01912463642656803, + 0.10661320388317108 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.055036213248968124 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012561016716063023 + ], + "opposite_logprob_tokens": [ + -4.387560844421387 + ], + "logprob_reward": -0.012561016716063023, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012561016716063023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0918952003121376, + 0.0903034657239914, + 0.04262721538543701, + 0.24487903714179993, + 0.046562086790800095, + 0.023505793884396553, + 0.3189639747142792, + 0.03750687837600708, + 0.020082779228687286, + 0.08367359638214111 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.012561016716063023 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370768547058105 + ], + "opposite_logprob_tokens": [ + -0.38707679510116577 + ], + "logprob_reward": -1.1370768547058105, + "yes_no_margin_reward": -0.7500000596046448, + "token_credit_reward": -1.1370768547058105, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08203042298555374, + 0.06874964386224747, + 0.03078795224428177, + 0.38787052035331726, + 0.04923257231712341, + 0.023722222074866295, + 0.246287003159523, + 0.04249918833374977, + 0.017206458374857903, + 0.051614098250865936 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -1.1370768547058105 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310690239071846 + ], + "opposite_logprob_tokens": [ + -3.1681067943573 + ], + "logprob_reward": -0.04310690239071846, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310690239071846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11104803532361984, + 0.11299110949039459, + 0.061389315873384476, + 0.12305063009262085, + 0.0742964819073677, + 0.024632934480905533, + 0.3928399980068207, + 0.03883862495422363, + 0.03138650208711624, + 0.02952639013528824 + ], + "top_frames": [ + 6, + 3, + 1 + ], + "selected_reward": -0.04310690239071846 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "long, uninterrupted, dynamic tracking shot locks onto and circles a weathered wooden easel spinning rapidly in mid-air. The old easel's surface is covered in scratches, dents, and the fine cracks of age. Layers of thick, dried-up paint, from deep Prussian blue and fiery cadmium red to brilliant lemon yellow and pure titanium white, some of which have cracked, creating a mottled texture. Amidst a pure black, boundless void, the easel undergoes a wild, erratic rotation about its central axis. With each violent tumble and twist, the intense centrifugal force hurls the still-dry, viscous paint, creating dazzling streaks of color and splashes of liquid against the inky black background. These color trails sometimes resemble the slender, brilliant tails of a comet; sometimes, like exploding fireworks, they burst forth into countless tiny specks of color. The camera follows steadily and persistently, capturing every moment of color splashing. The entire picture is full of uncontrolled dynamic beauty and pure creative energy, like a silent but intense color symphony.", + "seed": 31508, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_5/index_1152_seed_31508_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3390770748257637, + "vlm_logprob": -0.3390770748257637, + "vlm_yes_no_margin": 1.825, + "vlm_token_credit": -0.3390770748257637, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9747859239578247 + ], + "opposite_logprob_tokens": [ + -0.4747858941555023 + ], + "logprob_reward": -0.9747859239578247, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9747859239578247, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.33821454644203186, + 0.03769019991159439, + 0.06097530201077461, + 0.09865246713161469, + 0.17730164527893066, + 0.03800167888402939, + 0.025291165336966515, + 0.09353514760732651, + 0.0825897753238678, + 0.04774801805615425 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.9747859239578247 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1429646611213684 + ], + "opposite_logprob_tokens": [ + -2.0179646015167236 + ], + "logprob_reward": -0.1429646611213684, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1429646611213684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4616437554359436, + 0.0386776365339756, + 0.050907596945762634, + 0.09226889163255692, + 0.0562903955578804, + 0.042631007730960846, + 0.06740511953830719, + 0.04253688082098961, + 0.11479601263999939, + 0.03284275531768799 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.1429646611213684 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016093354672193527 + ], + "opposite_logprob_tokens": [ + -4.1410932540893555 + ], + "logprob_reward": -0.016093354672193527, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016093354672193527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4492349922657013, + 0.021631598472595215, + 0.04125479608774185, + 0.11714855581521988, + 0.0546593964099884, + 0.038688309490680695, + 0.031658388674259186, + 0.035752084106206894, + 0.16194981336593628, + 0.04802209511399269 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.016093354672193527 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234062671661377 + ], + "opposite_logprob_tokens": [ + -0.8984062671661377 + ], + "logprob_reward": -0.5234062671661377, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234062671661377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.177836075425148, + 0.04434050992131233, + 0.0388675183057785, + 0.06414832919836044, + 0.04936559498310089, + 0.01730848290026188, + 0.016867147758603096, + 0.07524136453866959, + 0.4795910120010376, + 0.036434005945920944 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.5234062671661377 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038135167211294174 + ], + "opposite_logprob_tokens": [ + -3.288135051727295 + ], + "logprob_reward": -0.038135167211294174, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038135167211294174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3131627142429352, + 0.042690761387348175, + 0.03970407694578171, + 0.09914705157279968, + 0.08081842958927155, + 0.03371069207787514, + 0.08785876631736755, + 0.037490371614694595, + 0.2090265452861786, + 0.056390631943941116 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.038135167211294174 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long, uninterrupted, dynamic tracking shot locks onto and circles a weathered wooden easel spinning rapidly in mid-air. The old easel's surface is covered in scratches, dents, and the fine cracks of age. Layers of thick, dried-up paint, from deep Prussian blue and fiery cadmium red to brilliant lemon yellow and pure titanium white, some of which have cracked, creating a mottled texture. Amidst a pure black, boundless void, the easel undergoes a wild, erratic rotation about its central axis. With each violent tumble and twist, the intense centrifugal force hurls the still-dry, viscous paint, creating dazzling streaks of color and splashes of liquid against the inky black background. These color trails sometimes resemble the slender, brilliant tails of a comet; sometimes, like exploding fireworks, they burst forth into countless tiny specks of color. The camera follows steadily and persistently, capturing every moment of color splashing. The entire picture is full of uncontrolled dynamic beauty and pure creative energy, like a silent but intense color symphony.", + "seed": 31509, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_5/index_1152_seed_31509_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2158030815422535, + "vlm_logprob": -0.2158030815422535, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.2158030815422535, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6942411661148071 + ], + "opposite_logprob_tokens": [ + -0.6942411661148071 + ], + "logprob_reward": -0.6942411661148071, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6942411661148071, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1944052129983902, + 0.11958135664463043, + 0.0691961720585823, + 0.05117083340883255, + 0.0788259282708168, + 0.21241915225982666, + 0.06290494650602341, + 0.0265505313873291, + 0.06977193057537079, + 0.11517392843961716 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.6942411661148071 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08913008123636246 + ], + "opposite_logprob_tokens": [ + -2.464130163192749 + ], + "logprob_reward": -0.08913008123636246, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08913008123636246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11335653066635132, + 0.09864617139101028, + 0.0434318445622921, + 0.04908524453639984, + 0.11196612566709518, + 0.07947294414043427, + 0.08693189918994904, + 0.0903589278459549, + 0.10858022421598434, + 0.21817010641098022 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.08913008123636246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795691817998886 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.009795691817998886, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795691817998886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12324108183383942, + 0.1711927205324173, + 0.09768195450305939, + 0.09219219535589218, + 0.16530640423297882, + 0.04506605491042137, + 0.044181033968925476, + 0.10158078372478485, + 0.05241118744015694, + 0.10714665800333023 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.009795691817998886 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521306574344635 + ], + "opposite_logprob_tokens": [ + -1.5021306276321411 + ], + "logprob_reward": -0.2521306574344635, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521306574344635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7091964483261108, + 0.05921799689531326, + 0.01255506370216608, + 0.052195485681295395, + 0.058272235095500946, + 0.018170004710555077, + 0.014665517956018448, + 0.02401813305914402, + 0.01644131913781166, + 0.03526780754327774 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.2521306574344635 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a weathered wooden easel visible spinning rapidly in mid-air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the easel surface show scratches, dents, and fine cracks of age?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are layers of thick, dried-up paint in Prussian blue, cadmium red, lemon yellow, and titanium white visible on the easel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, boundless void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera follow steadily and persistently while the easel rotates and paint splashes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337178111076355 + ], + "opposite_logprob_tokens": [ + -3.4087178707122803 + ], + "logprob_reward": -0.0337178111076355, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337178111076355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12925684452056885, + 0.12000612169504166, + 0.10907143354415894, + 0.07473494857549667, + 0.12331409752368927, + 0.17171861231327057, + 0.04462868347764015, + 0.040993157774209976, + 0.06491317600011826, + 0.12136297672986984 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0337178111076355 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_6/index_tensor([6731, 6731])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_6/index_tensor([6731, 6731])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d436ff3ec31e0797627d4082c2c215817d46bd22 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_6/index_tensor([6731, 6731])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium close-up shot, taken from a level angle, captures the silhouette of a young soldier, his head wearily resting against the cold window of an old train. He wears a well-worn, dark green woolen uniform with a stiff collar. His short, black hair, slightly damp with sweat, clung to his forehead. Crystal-clear tears silently fall from his bloodshot eyes, streaking wet trails along his dusty, young cheeks. His jaw is set, as if he's straining to suppress an impending collapse. The carriage sways gently and rhythmically with the rhythm of the rails, the dark wooden window frames and interior gleaming with a worn patina in the dim light. Outside, the distant mountains and interlaced fields are stretched and blurred by the rapid movement, completely losing their concrete form and vibrant colors, transforming into a dynamic, backward-flowing scroll of varying shades of gray, dark green, and ochre. The soft, cloudy diffuse light pouring in from the window sets a tranquil and sad cold tone for the entire scene. The picture is full of silent tension, which contrasts sharply with the soldier's heavy sorrow and the poetic and illusory scenery outside the window.", + "seed": 10061, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_6/index_6731_seed_10061_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02582881776615977, + "vlm_logprob": -0.02582881776615977, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.02582881776615977, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018708674237132072 + ], + "opposite_logprob_tokens": [ + -4.8937087059021 + ], + "logprob_reward": -0.018708674237132072, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.018708674237132072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3343471586704254, + 0.08872634917497635, + 0.17631810903549194, + 0.10235954076051712, + 0.047245290130376816, + 0.03659369796514511, + 0.067416712641716, + 0.05268941819667816, + 0.0353177934885025, + 0.058985888957977295 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.018708674237132072 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309000447392464 + ], + "opposite_logprob_tokens": [ + -3.1680901050567627 + ], + "logprob_reward": -0.04309000447392464, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309000447392464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3636718988418579, + 0.12635301053524017, + 0.16990821063518524, + 0.09141331911087036, + 0.051794081926345825, + 0.08969955891370773, + 0.02706007845699787, + 0.027031661942601204, + 0.02631591074168682, + 0.026752276346087456 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.04309000447392464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288773372769356 + ], + "opposite_logprob_tokens": [ + -3.7732887268066406 + ], + "logprob_reward": -0.023288773372769356, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288773372769356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21114003658294678, + 0.04382036253809929, + 0.40832677483558655, + 0.11954784393310547, + 0.0738477036356926, + 0.04729689285159111, + 0.03895631805062294, + 0.023482901975512505, + 0.01918024569749832, + 0.01440089475363493 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.023288773372769356 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811256214976311 + ], + "opposite_logprob_tokens": [ + -3.2881126403808594 + ], + "logprob_reward": -0.03811256214976311, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811256214976311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3323459327220917, + 0.07295897603034973, + 0.2642116844654083, + 0.06522450596094131, + 0.03369518741965294, + 0.030091820284724236, + 0.03591647744178772, + 0.0492689348757267, + 0.024859605357050896, + 0.09142687171697617 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.03811256214976311 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944074597209692 + ], + "opposite_logprob_tokens": [ + -5.13094425201416 + ], + "logprob_reward": -0.005944074597209692, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944074597209692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3399742841720581, + 0.09806203097105026, + 0.08281467854976654, + 0.06406337767839432, + 0.15630455315113068, + 0.047307088971138, + 0.06441111117601395, + 0.043243613094091415, + 0.06965109705924988, + 0.034168194979429245 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.005944074597209692 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium close-up shot, taken from a level angle, captures the silhouette of a young soldier, his head wearily resting against the cold window of an old train. He wears a well-worn, dark green woolen uniform with a stiff collar. His short, black hair, slightly damp with sweat, clung to his forehead. Crystal-clear tears silently fall from his bloodshot eyes, streaking wet trails along his dusty, young cheeks. His jaw is set, as if he's straining to suppress an impending collapse. The carriage sways gently and rhythmically with the rhythm of the rails, the dark wooden window frames and interior gleaming with a worn patina in the dim light. Outside, the distant mountains and interlaced fields are stretched and blurred by the rapid movement, completely losing their concrete form and vibrant colors, transforming into a dynamic, backward-flowing scroll of varying shades of gray, dark green, and ochre. The soft, cloudy diffuse light pouring in from the window sets a tranquil and sad cold tone for the entire scene. The picture is full of silent tension, which contrasts sharply with the soldier's heavy sorrow and the poetic and illusory scenery outside the window.", + "seed": 10062, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_6/index_6731_seed_10062_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06480688164010644, + "vlm_logprob": -0.06480688164010644, + "vlm_yes_no_margin": 3.250000023841858, + "vlm_token_credit": -0.06480688164010644, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10437431186437607 + ], + "opposite_logprob_tokens": [ + -2.479374408721924 + ], + "logprob_reward": -0.10437431186437607, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.10437431186437607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12853164970874786, + 0.08802308887243271, + 0.07513727992773056, + 0.12134478241205215, + 0.2640717625617981, + 0.032059427350759506, + 0.0760345607995987, + 0.07147719711065292, + 0.048116713762283325, + 0.09520348906517029 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.10437431186437607 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285553991794586 + ], + "opposite_logprob_tokens": [ + -2.017855644226074 + ], + "logprob_reward": -0.14285553991794586, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14285553991794586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17085309326648712, + 0.0914282500743866, + 0.15616217255592346, + 0.0677168220281601, + 0.18987561762332916, + 0.048865072429180145, + 0.18553601205348969, + 0.025282103568315506, + 0.04300302639603615, + 0.021277915686368942 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.14285553991794586 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497844144701958 + ], + "opposite_logprob_tokens": [ + -2.929978370666504 + ], + "logprob_reward": -0.05497844144701958, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497844144701958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13521461188793182, + 0.10452258586883545, + 0.25392788648605347, + 0.06668760627508163, + 0.11337078362703323, + 0.07052429765462875, + 0.14650975167751312, + 0.017543230205774307, + 0.031859464943408966, + 0.059839796274900436 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.05497844144701958 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199413359165192 + ], + "opposite_logprob_tokens": [ + -4.264199256896973 + ], + "logprob_reward": -0.014199413359165192, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199413359165192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15866853296756744, + 0.11333183944225311, + 0.21968165040016174, + 0.1418122798204422, + 0.06425420939922333, + 0.03463021665811539, + 0.06352735310792923, + 0.02049354650080204, + 0.04760122671723366, + 0.13599912822246552 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.014199413359165192 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626701612025499 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626701612025499, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626701612025499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21169881522655487, + 0.051616545766592026, + 0.05651697516441345, + 0.03570224717259407, + 0.43545305728912354, + 0.032092925161123276, + 0.07104860991239548, + 0.018868761137127876, + 0.06144168972969055, + 0.025560317561030388 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.007626701612025499 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium close-up shot, taken from a level angle, captures the silhouette of a young soldier, his head wearily resting against the cold window of an old train. He wears a well-worn, dark green woolen uniform with a stiff collar. His short, black hair, slightly damp with sweat, clung to his forehead. Crystal-clear tears silently fall from his bloodshot eyes, streaking wet trails along his dusty, young cheeks. His jaw is set, as if he's straining to suppress an impending collapse. The carriage sways gently and rhythmically with the rhythm of the rails, the dark wooden window frames and interior gleaming with a worn patina in the dim light. Outside, the distant mountains and interlaced fields are stretched and blurred by the rapid movement, completely losing their concrete form and vibrant colors, transforming into a dynamic, backward-flowing scroll of varying shades of gray, dark green, and ochre. The soft, cloudy diffuse light pouring in from the window sets a tranquil and sad cold tone for the entire scene. The picture is full of silent tension, which contrasts sharply with the soldier's heavy sorrow and the poetic and illusory scenery outside the window.", + "seed": 10063, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_6/index_6731_seed_10063_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06032052859663963, + "vlm_logprob": -0.06032052859663963, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.06032052859663963, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043367885053157806 + ], + "opposite_logprob_tokens": [ + -3.418367862701416 + ], + "logprob_reward": -0.043367885053157806, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.043367885053157806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10120020061731339, + 0.0636184811592102, + 0.06848253309726715, + 0.043790291994810104, + 0.13622254133224487, + 0.04332933574914932, + 0.18222974240779877, + 0.06793631613254547, + 0.06804763525724411, + 0.2251429557800293 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.043367885053157806 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20161807537078857 + ], + "opposite_logprob_tokens": [ + -1.7016180753707886 + ], + "logprob_reward": -0.20161807537078857, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20161807537078857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10582490265369415, + 0.06678100675344467, + 0.250071257352829, + 0.028584547340869904, + 0.12460948526859283, + 0.07516192644834518, + 0.04231801629066467, + 0.060798730701208115, + 0.0740860104560852, + 0.17176415026187897 + ], + "top_frames": [ + 2, + 9, + 4 + ], + "selected_reward": -0.20161807537078857 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263564120978117 + ], + "opposite_logprob_tokens": [ + -3.6513564586639404 + ], + "logprob_reward": -0.0263564120978117, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263564120978117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07604722678661346, + 0.08255750685930252, + 0.0872306376695633, + 0.022313235327601433, + 0.24983097612857819, + 0.047967828810214996, + 0.1223461702466011, + 0.058907072991132736, + 0.09145279228687286, + 0.16134658455848694 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.0263564120978117 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014197885990142822 + ], + "opposite_logprob_tokens": [ + -4.264197826385498 + ], + "logprob_reward": -0.014197885990142822, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014197885990142822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1218302771449089, + 0.07226727157831192, + 0.09857936203479767, + 0.043562550097703934, + 0.09144630283117294, + 0.07156939804553986, + 0.06707616150379181, + 0.029823897406458855, + 0.041017722338438034, + 0.36282703280448914 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.014197885990142822 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062384471297264 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.016062384471297264, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062384471297264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08638132363557816, + 0.04374687373638153, + 0.17084507644176483, + 0.06578250229358673, + 0.0961839035153389, + 0.13822530210018158, + 0.12044381350278854, + 0.06388109177350998, + 0.09910298138856888, + 0.11540708690881729 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.016062384471297264 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium close-up shot, taken from a level angle, captures the silhouette of a young soldier, his head wearily resting against the cold window of an old train. He wears a well-worn, dark green woolen uniform with a stiff collar. His short, black hair, slightly damp with sweat, clung to his forehead. Crystal-clear tears silently fall from his bloodshot eyes, streaking wet trails along his dusty, young cheeks. His jaw is set, as if he's straining to suppress an impending collapse. The carriage sways gently and rhythmically with the rhythm of the rails, the dark wooden window frames and interior gleaming with a worn patina in the dim light. Outside, the distant mountains and interlaced fields are stretched and blurred by the rapid movement, completely losing their concrete form and vibrant colors, transforming into a dynamic, backward-flowing scroll of varying shades of gray, dark green, and ochre. The soft, cloudy diffuse light pouring in from the window sets a tranquil and sad cold tone for the entire scene. The picture is full of silent tension, which contrasts sharply with the soldier's heavy sorrow and the poetic and illusory scenery outside the window.", + "seed": 10064, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_6/index_6731_seed_10064_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.020199353434145452, + "vlm_logprob": -0.020199353434145452, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.020199353434145452, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018697207793593407 + ], + "opposite_logprob_tokens": [ + -4.893697261810303 + ], + "logprob_reward": -0.018697207793593407, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.018697207793593407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09761422127485275, + 0.07187715917825699, + 0.058767858892679214, + 0.07938326150178909, + 0.0906904935836792, + 0.12651291489601135, + 0.16254502534866333, + 0.21204715967178345, + 0.03903323784470558, + 0.06152860447764397 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.018697207793593407 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020600058138370514 + ], + "opposite_logprob_tokens": [ + -3.8956000804901123 + ], + "logprob_reward": -0.020600058138370514, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020600058138370514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12770217657089233, + 0.14088653028011322, + 0.05723953619599342, + 0.07777935266494751, + 0.16304585337638855, + 0.14207054674625397, + 0.05106405168771744, + 0.0492059700191021, + 0.057798631489276886, + 0.13320733606815338 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.020600058138370514 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809741511940956 + ], + "opposite_logprob_tokens": [ + -3.288097381591797 + ], + "logprob_reward": -0.03809741511940956, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809741511940956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1405230462551117, + 0.06460681557655334, + 0.04997938498854637, + 0.29468879103660583, + 0.10610676556825638, + 0.12016542255878448, + 0.05141739547252655, + 0.04636010155081749, + 0.032238490879535675, + 0.09391379356384277 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.03809741511940956 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072265915572643 + ], + "opposite_logprob_tokens": [ + -4.511072158813477 + ], + "logprob_reward": -0.011072265915572643, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072265915572643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08303423225879669, + 0.06825868040323257, + 0.037468791007995605, + 0.041383057832717896, + 0.1194564700126648, + 0.0460159108042717, + 0.07607265561819077, + 0.12687107920646667, + 0.10492493957281113, + 0.2965141832828522 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.011072265915572643 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a young soldier wearing a dark green woolen uniform with a stiff collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the soldier's short black hair, bloodshot eyes, and tears visible on his face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting the interior of an old train carriage with dark wooden window frames and a worn patina?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the view outside the window show blurred mountains and fields in shades of gray, dark green, and ochre moving backward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012529820203781128 + ], + "opposite_logprob_tokens": [ + -4.3875298500061035 + ], + "logprob_reward": -0.012529820203781128, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012529820203781128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10315070301294327, + 0.05818493291735649, + 0.08040915429592133, + 0.14095129072666168, + 0.09560571610927582, + 0.10925693064928055, + 0.2616547644138336, + 0.06981915235519409, + 0.04777086153626442, + 0.033196527510881424 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.012529820203781128 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_7/index_tensor([3062, 3062])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_7/index_tensor([3062, 3062])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6141cd3c6dde8230345ca1bd6fa62de3a0d5e36f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_7/index_tensor([3062, 3062])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "long shot, captured from a slightly elevated angle, slowly pans to the right, following a simple wooden boat as it slowly plows across the broad, calm river. A bright full moon hangs high in the inky night sky, its cool glow the sole source of light, casting a shimmering silver mirror on the water. The distant mountains appear as mere rolling black silhouettes. Atop the boat's bow, a poet stands steady, clad in a flowing moon-white silk robe. His long hair is held back by a simple headband, a few strands brushing against his thin face in the cool night breeze. With one hand clasped behind his back, he gazes at the moon's reflection on the distant water, his brow etched with deep thought and a subtle hint of loneliness. The boat glides silently, the waves plowed by the bow shimmering silver in the moonlight, rippling outwards. His wide robe sleeves flutter gently in the breeze, as if to blend into the boundless night. The entire picture is dominated by deep indigo and silver-white colors, creating an atmosphere of extreme tranquility, loneliness and classical poetry.", + "seed": 19644, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_7/index_3062_seed_19644_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07784334723837674, + "vlm_logprob": -0.07784334723837674, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.07784334723837674, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14433902502059937 + ], + "opposite_logprob_tokens": [ + -2.019339084625244 + ], + "logprob_reward": -0.14433902502059937, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14433902502059937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22402507066726685, + 0.11682187765836716, + 0.07937365025281906, + 0.07004053890705109, + 0.05217205733060837, + 0.030552230775356293, + 0.026780998334288597, + 0.04311328008770943, + 0.145910382270813, + 0.2112099528312683 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.14433902502059937 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748385261744261 + ], + "opposite_logprob_tokens": [ + -5.006748199462891 + ], + "logprob_reward": -0.006748385261744261, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748385261744261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2626628279685974, + 0.11929582804441452, + 0.1570083647966385, + 0.058233004063367844, + 0.029670976102352142, + 0.034177135676145554, + 0.06158904731273651, + 0.021960973739624023, + 0.09977144002914429, + 0.15563036501407623 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.006748385261744261 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028199690859764814 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.0028199690859764814, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028199690859764814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36251723766326904, + 0.247816264629364, + 0.21417349576950073, + 0.034732963889837265, + 0.017223404720425606, + 0.01445969007909298, + 0.03383556008338928, + 0.03715254366397858, + 0.017576156184077263, + 0.020512621849775314 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0028199690859764814 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255377471446991 + ], + "opposite_logprob_tokens": [ + -1.6005377769470215 + ], + "logprob_reward": -0.2255377471446991, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255377471446991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18673747777938843, + 0.1339615434408188, + 0.10931409150362015, + 0.12375564873218536, + 0.11675998568534851, + 0.055173419415950775, + 0.07912369072437286, + 0.048978161066770554, + 0.03430141881108284, + 0.11189455538988113 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.2255377471446991 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009771609678864479 + ], + "opposite_logprob_tokens": [ + -4.634771823883057 + ], + "logprob_reward": -0.009771609678864479, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009771609678864479, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2765640318393707, + 0.09811845421791077, + 0.12791429460048676, + 0.08115465193986893, + 0.09034416824579239, + 0.08340516686439514, + 0.061015620827674866, + 0.05437804386019707, + 0.03912762179970741, + 0.08797790855169296 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.009771609678864479 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, captured from a slightly elevated angle, slowly pans to the right, following a simple wooden boat as it slowly plows across the broad, calm river. A bright full moon hangs high in the inky night sky, its cool glow the sole source of light, casting a shimmering silver mirror on the water. The distant mountains appear as mere rolling black silhouettes. Atop the boat's bow, a poet stands steady, clad in a flowing moon-white silk robe. His long hair is held back by a simple headband, a few strands brushing against his thin face in the cool night breeze. With one hand clasped behind his back, he gazes at the moon's reflection on the distant water, his brow etched with deep thought and a subtle hint of loneliness. The boat glides silently, the waves plowed by the bow shimmering silver in the moonlight, rippling outwards. His wide robe sleeves flutter gently in the breeze, as if to blend into the boundless night. The entire picture is dominated by deep indigo and silver-white colors, creating an atmosphere of extreme tranquility, loneliness and classical poetry.", + "seed": 19645, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_7/index_3062_seed_19645_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02490651606931351, + "vlm_logprob": -0.02490651606931351, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.02490651606931351, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07306196540594101 + ], + "opposite_logprob_tokens": [ + -2.698061943054199 + ], + "logprob_reward": -0.07306196540594101, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07306196540594101, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04886917769908905, + 0.06751251965761185, + 0.06214255467057228, + 0.09193423390388489, + 0.0814753994345665, + 0.3026570677757263, + 0.059416513890028, + 0.14840170741081238, + 0.04329225793480873, + 0.09429851174354553 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.07306196540594101 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028307863976806402 + ], + "opposite_logprob_tokens": [ + -5.877830982208252 + ], + "logprob_reward": -0.0028307863976806402, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028307863976806402, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1406019926071167, + 0.0814727246761322, + 0.08867267519235611, + 0.06795115023851395, + 0.1090751513838768, + 0.06450439244508743, + 0.06973861902952194, + 0.2429330199956894, + 0.05627107620239258, + 0.0787791758775711 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.0028307863976806402 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0003432638186495751 + ], + "opposite_logprob_tokens": [ + -8.000343322753906 + ], + "logprob_reward": -0.0003432638186495751, + "yes_no_margin_reward": 8.0, + "token_credit_reward": -0.0003432638186495751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09449237585067749, + 0.08902250975370407, + 0.07425705343484879, + 0.10627252608537674, + 0.1871812343597412, + 0.20219191908836365, + 0.06288697570562363, + 0.0706946849822998, + 0.05024883151054382, + 0.06275191903114319 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.0003432638186495751 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305095225572586 + ], + "opposite_logprob_tokens": [ + -3.16805100440979 + ], + "logprob_reward": -0.04305095225572586, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305095225572586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10369255393743515, + 0.11347925662994385, + 0.045864250510931015, + 0.07149142771959305, + 0.09571683406829834, + 0.12877318263053894, + 0.14564114809036255, + 0.17518672347068787, + 0.08449350297451019, + 0.035661134868860245 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.04305095225572586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005245612468570471 + ], + "opposite_logprob_tokens": [ + -5.255245685577393 + ], + "logprob_reward": -0.005245612468570471, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005245612468570471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10411406308412552, + 0.03205040469765663, + 0.1332547664642334, + 0.23806673288345337, + 0.12188731878995895, + 0.0916944369673729, + 0.04756534844636917, + 0.050504934042692184, + 0.07371603697538376, + 0.10714597254991531 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.005245612468570471 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, captured from a slightly elevated angle, slowly pans to the right, following a simple wooden boat as it slowly plows across the broad, calm river. A bright full moon hangs high in the inky night sky, its cool glow the sole source of light, casting a shimmering silver mirror on the water. The distant mountains appear as mere rolling black silhouettes. Atop the boat's bow, a poet stands steady, clad in a flowing moon-white silk robe. His long hair is held back by a simple headband, a few strands brushing against his thin face in the cool night breeze. With one hand clasped behind his back, he gazes at the moon's reflection on the distant water, his brow etched with deep thought and a subtle hint of loneliness. The boat glides silently, the waves plowed by the bow shimmering silver in the moonlight, rippling outwards. His wide robe sleeves flutter gently in the breeze, as if to blend into the boundless night. The entire picture is dominated by deep indigo and silver-white colors, creating an atmosphere of extreme tranquility, loneliness and classical poetry.", + "seed": 19646, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_7/index_3062_seed_19646_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.033222868281882256, + "vlm_logprob": -0.033222868281882256, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.033222868281882256, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09139181673526764 + ], + "opposite_logprob_tokens": [ + -2.4663918018341064 + ], + "logprob_reward": -0.09139181673526764, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09139181673526764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24304552376270294, + 0.17427188158035278, + 0.05507799610495567, + 0.05563025549054146, + 0.05253029614686966, + 0.04768909141421318, + 0.11738316714763641, + 0.03287793695926666, + 0.07165563851594925, + 0.14983820915222168 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.09139181673526764 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006755489390343428 + ], + "opposite_logprob_tokens": [ + -5.006755352020264 + ], + "logprob_reward": -0.006755489390343428, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006755489390343428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03527863323688507, + 0.05020054057240486, + 0.04675603285431862, + 0.019297925755381584, + 0.00768845621496439, + 0.017533689737319946, + 0.045223455876111984, + 0.06394173949956894, + 0.04349545016884804, + 0.6705840826034546 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.006755489390343428 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004968600696884096 + ], + "opposite_logprob_tokens": [ + -7.625496864318848 + ], + "logprob_reward": -0.0004968600696884096, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004968600696884096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16823086142539978, + 0.17110617458820343, + 0.14028573036193848, + 0.03134909272193909, + 0.05112743377685547, + 0.04464269056916237, + 0.036681510508060455, + 0.03276274353265762, + 0.07797908782958984, + 0.245834618806839 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.0004968600696884096 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494188517332077 + ], + "opposite_logprob_tokens": [ + -2.9299418926239014 + ], + "logprob_reward": -0.05494188517332077, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494188517332077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05625174194574356, + 0.1679144650697708, + 0.11340086907148361, + 0.03151330724358559, + 0.016394881531596184, + 0.03217216208577156, + 0.09193874150514603, + 0.06740373373031616, + 0.08071184158325195, + 0.3422982692718506 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.05494188517332077 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012528290040791035 + ], + "opposite_logprob_tokens": [ + -4.387528419494629 + ], + "logprob_reward": -0.012528290040791035, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012528290040791035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24852418899536133, + 0.15235623717308044, + 0.1793552041053772, + 0.051202889531850815, + 0.034961290657520294, + 0.0522947683930397, + 0.07325860857963562, + 0.09477433562278748, + 0.04489848390221596, + 0.06837400048971176 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.012528290040791035 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "long shot, captured from a slightly elevated angle, slowly pans to the right, following a simple wooden boat as it slowly plows across the broad, calm river. A bright full moon hangs high in the inky night sky, its cool glow the sole source of light, casting a shimmering silver mirror on the water. The distant mountains appear as mere rolling black silhouettes. Atop the boat's bow, a poet stands steady, clad in a flowing moon-white silk robe. His long hair is held back by a simple headband, a few strands brushing against his thin face in the cool night breeze. With one hand clasped behind his back, he gazes at the moon's reflection on the distant water, his brow etched with deep thought and a subtle hint of loneliness. The boat glides silently, the waves plowed by the bow shimmering silver in the moonlight, rippling outwards. His wide robe sleeves flutter gently in the breeze, as if to blend into the boundless night. The entire picture is dominated by deep indigo and silver-white colors, creating an atmosphere of extreme tranquility, loneliness and classical poetry.", + "seed": 19647, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_7/index_3062_seed_19647_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029925180692225696, + "vlm_logprob": -0.029925180692225696, + "vlm_yes_no_margin": 4.099999952316284, + "vlm_token_credit": -0.029925180692225696, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018259411677718163 + ], + "opposite_logprob_tokens": [ + -4.143259525299072 + ], + "logprob_reward": -0.018259411677718163, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018259411677718163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3222094178199768, + 0.07379066944122314, + 0.1472742259502411, + 0.10052414983510971, + 0.034805070608854294, + 0.032058071345090866, + 0.0319034643471241, + 0.021267859265208244, + 0.13554063439369202, + 0.10062645375728607 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.018259411677718163 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007644920144230127 + ], + "opposite_logprob_tokens": [ + -4.882645130157471 + ], + "logprob_reward": -0.007644920144230127, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007644920144230127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22885458171367645, + 0.13104671239852905, + 0.10458032041788101, + 0.19613082706928253, + 0.07356622815132141, + 0.043991025537252426, + 0.06993431597948074, + 0.04693072289228439, + 0.02106056921184063, + 0.0839047059416771 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.007644920144230127 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193859606981277 + ], + "opposite_logprob_tokens": [ + -4.01819372177124 + ], + "logprob_reward": -0.018193859606981277, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018193859606981277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18364109098911285, + 0.07974712550640106, + 0.07050078362226486, + 0.22563104331493378, + 0.037498589605093, + 0.024461530148983, + 0.11032174527645111, + 0.01596074551343918, + 0.04852195456624031, + 0.20371538400650024 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.018193859606981277 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1002829298377037 + ], + "opposite_logprob_tokens": [ + -2.350282907485962 + ], + "logprob_reward": -0.1002829298377037, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1002829298377037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14758825302124023, + 0.09995092451572418, + 0.0507432259619236, + 0.0763854905962944, + 0.06502007693052292, + 0.040317196398973465, + 0.06275928020477295, + 0.060472339391708374, + 0.06844040751457214, + 0.32832276821136475 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.1002829298377037 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a long shot of a simple wooden boat on a broad, calm river?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a poet standing on the boat's bow wearing a flowing moon-white silk robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a bright full moon in an inky night sky, casting a silver reflection on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan to the right while the boat glides silently across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the distant mountains visible as rolling black silhouettes against the night sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005244782194495201 + ], + "opposite_logprob_tokens": [ + -5.255244731903076 + ], + "logprob_reward": -0.005244782194495201, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005244782194495201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18745626509189606, + 0.2634024918079376, + 0.08053668588399887, + 0.0686744675040245, + 0.10567758232355118, + 0.04843391105532646, + 0.022576915100216866, + 0.02263723313808441, + 0.07457800209522247, + 0.1260264813899994 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.005244782194495201 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_8/index_tensor([7217, 7217])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_8/index_tensor([7217, 7217])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..444835fd82f39a371fa8ff9a31325b9064a04e31 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_8/index_tensor([7217, 7217])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "single, static, eye-level, full-length shot immerses the viewer in a scene rendered in Tim Burton's distinctive gothic style, featuring two two-spotted Elaphe bimaculata snakes performing a mesmerizing courtship dance. Their slender bodies, covered in scales that take on a delicate, dry sheen in the moonlight, are rendered against a high-contrast, monochrome palette, their natural two-spotted pattern visible as a complex arrangement of charcoal and ash-grey. They rise vertically from the ground, gracefully twisting and interweaving in a slow, hypnotic rhythm, their movements fluid and seamless. The dance unfolds against the backdrop of a gnarled, leafless tree, its skeletal branches reaching toward the night sky, silhouetted by a massive, unnaturally glowing full moon. This unique light source bathes the scene in stark highlights and deep, inky shadows that stretch and twist with the snakes' movements. A sinister thorny vine wraps tightly around the trunk, and a velvety crimson flower bursts from above, its saturated red providing a solitary, dramatic splash of color in the black and white world, creating an atmosphere that is at once terrifying, enchanting, and strangely romantic.", + "seed": 24601, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_8/index_7217_seed_24601_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.143883730401285, + "vlm_logprob": -0.143883730401285, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.143883730401285, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2549724876880646 + ], + "opposite_logprob_tokens": [ + -1.5049724578857422 + ], + "logprob_reward": -0.2549724876880646, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2549724876880646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1689094603061676, + 0.11305838078260422, + 0.05058685317635536, + 0.05089031159877777, + 0.16266952455043793, + 0.043143708258867264, + 0.03273044154047966, + 0.11981407552957535, + 0.09898693114519119, + 0.15921035408973694 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.2549724876880646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007403731578961015 + ], + "opposite_logprob_tokens": [ + -7.2507405281066895 + ], + "logprob_reward": -0.0007403731578961015, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007403731578961015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2037634402513504, + 0.15397903323173523, + 0.12779240310192108, + 0.09759470075368881, + 0.06009824201464653, + 0.0460691899061203, + 0.1733522117137909, + 0.0375603623688221, + 0.0612933486700058, + 0.03849710896611214 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.0007403731578961015 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705016136169434 + ], + "opposite_logprob_tokens": [ + -2.1270501613616943 + ], + "logprob_reward": -0.12705016136169434, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705016136169434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3051251769065857, + 0.13205751776695251, + 0.07256197184324265, + 0.07380329072475433, + 0.0896071195602417, + 0.03342359885573387, + 0.09701326489448547, + 0.03968454524874687, + 0.0792672336101532, + 0.07745630294084549 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.12705016136169434 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023271186277270317 + ], + "opposite_logprob_tokens": [ + -3.773271083831787 + ], + "logprob_reward": -0.023271186277270317, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023271186277270317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3194301426410675, + 0.15791146457195282, + 0.2228802889585495, + 0.10249800980091095, + 0.03772886469960213, + 0.05228572338819504, + 0.02058708481490612, + 0.022249916568398476, + 0.025839747861027718, + 0.0385887548327446 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.023271186277270317 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31338444352149963 + ], + "opposite_logprob_tokens": [ + -1.3133844137191772 + ], + "logprob_reward": -0.31338444352149963, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31338444352149963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33220037817955017, + 0.06906048208475113, + 0.04772646352648735, + 0.04669712483882904, + 0.06582222878932953, + 0.024977074936032295, + 0.08558478206396103, + 0.0705762654542923, + 0.13289904594421387, + 0.12445612996816635 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.31338444352149963 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, static, eye-level, full-length shot immerses the viewer in a scene rendered in Tim Burton's distinctive gothic style, featuring two two-spotted Elaphe bimaculata snakes performing a mesmerizing courtship dance. Their slender bodies, covered in scales that take on a delicate, dry sheen in the moonlight, are rendered against a high-contrast, monochrome palette, their natural two-spotted pattern visible as a complex arrangement of charcoal and ash-grey. They rise vertically from the ground, gracefully twisting and interweaving in a slow, hypnotic rhythm, their movements fluid and seamless. The dance unfolds against the backdrop of a gnarled, leafless tree, its skeletal branches reaching toward the night sky, silhouetted by a massive, unnaturally glowing full moon. This unique light source bathes the scene in stark highlights and deep, inky shadows that stretch and twist with the snakes' movements. A sinister thorny vine wraps tightly around the trunk, and a velvety crimson flower bursts from above, its saturated red providing a solitary, dramatic splash of color in the black and white world, creating an atmosphere that is at once terrifying, enchanting, and strangely romantic.", + "seed": 24602, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_8/index_7217_seed_24602_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06509023180697113, + "vlm_logprob": -0.06509023180697113, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.06509023180697113, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08998091518878937 + ], + "opposite_logprob_tokens": [ + -2.4649808406829834 + ], + "logprob_reward": -0.08998091518878937, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08998091518878937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14597532153129578, + 0.20902517437934875, + 0.04133381322026253, + 0.08068054169416428, + 0.14470206201076508, + 0.10524392873048782, + 0.06043197214603424, + 0.10593472421169281, + 0.034473106265068054, + 0.07219937443733215 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.08998091518878937 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019524098606780171 + ], + "opposite_logprob_tokens": [ + -6.251952648162842 + ], + "logprob_reward": -0.0019524098606780171, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019524098606780171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12088371813297272, + 0.09272685647010803, + 0.10568021982908249, + 0.05952424556016922, + 0.0974862352013588, + 0.0665287971496582, + 0.10497815907001495, + 0.20542995631694794, + 0.09842589497566223, + 0.048335906118154526 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.0019524098606780171 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002159208059311 + ], + "opposite_logprob_tokens": [ + -2.695021629333496 + ], + "logprob_reward": -0.07002159208059311, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002159208059311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14134979248046875, + 0.12269753962755203, + 0.060823388397693634, + 0.10184725373983383, + 0.12235084921121597, + 0.1993769407272339, + 0.06293553858995438, + 0.0861385241150856, + 0.05252841114997864, + 0.04995182156562805 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.07002159208059311 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003185913898050785 + ], + "opposite_logprob_tokens": [ + -5.753185749053955 + ], + "logprob_reward": -0.003185913898050785, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003185913898050785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10496111959218979, + 0.3580666184425354, + 0.23203416168689728, + 0.020467057824134827, + 0.0847649797797203, + 0.06579041481018066, + 0.05019349604845047, + 0.028779111802577972, + 0.015371095389127731, + 0.03957192599773407 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.003185913898050785 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16031032800674438 + ], + "opposite_logprob_tokens": [ + -1.9103102684020996 + ], + "logprob_reward": -0.16031032800674438, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16031032800674438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11297935247421265, + 0.13281743228435516, + 0.127707377076149, + 0.1089392751455307, + 0.11872443556785583, + 0.1072474867105484, + 0.09386555105447769, + 0.09927918761968613, + 0.07660981267690659, + 0.021830111742019653 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.16031032800674438 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, static, eye-level, full-length shot immerses the viewer in a scene rendered in Tim Burton's distinctive gothic style, featuring two two-spotted Elaphe bimaculata snakes performing a mesmerizing courtship dance. Their slender bodies, covered in scales that take on a delicate, dry sheen in the moonlight, are rendered against a high-contrast, monochrome palette, their natural two-spotted pattern visible as a complex arrangement of charcoal and ash-grey. They rise vertically from the ground, gracefully twisting and interweaving in a slow, hypnotic rhythm, their movements fluid and seamless. The dance unfolds against the backdrop of a gnarled, leafless tree, its skeletal branches reaching toward the night sky, silhouetted by a massive, unnaturally glowing full moon. This unique light source bathes the scene in stark highlights and deep, inky shadows that stretch and twist with the snakes' movements. A sinister thorny vine wraps tightly around the trunk, and a velvety crimson flower bursts from above, its saturated red providing a solitary, dramatic splash of color in the black and white world, creating an atmosphere that is at once terrifying, enchanting, and strangely romantic.", + "seed": 24603, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_8/index_7217_seed_24603_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07440259610302746, + "vlm_logprob": -0.07440259610302746, + "vlm_yes_no_margin": 3.299999976158142, + "vlm_token_credit": -0.07440259610302746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1281094253063202 + ], + "opposite_logprob_tokens": [ + -2.1281094551086426 + ], + "logprob_reward": -0.1281094253063202, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1281094253063202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35035255551338196, + 0.2448863387107849, + 0.02973421849310398, + 0.0785687267780304, + 0.05610030144453049, + 0.061243411153554916, + 0.045931536704301834, + 0.05603838339447975, + 0.04666724428534508, + 0.030477318912744522 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.1281094253063202 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001522930571809411 + ], + "opposite_logprob_tokens": [ + -6.501523017883301 + ], + "logprob_reward": -0.001522930571809411, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001522930571809411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31417879462242126, + 0.19268932938575745, + 0.07748430222272873, + 0.07259779423475266, + 0.046487703919410706, + 0.02864960953593254, + 0.12847116589546204, + 0.04534010589122772, + 0.022270526736974716, + 0.07183066755533218 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.001522930571809411 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903782814741135 + ], + "opposite_logprob_tokens": [ + -2.4640378952026367 + ], + "logprob_reward": -0.08903782814741135, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903782814741135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20767928659915924, + 0.222996324300766, + 0.0701170265674591, + 0.05453884229063988, + 0.060722716152668, + 0.05114874616265297, + 0.04091086611151695, + 0.16850942373275757, + 0.07870209217071533, + 0.04467469081282616 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.08903782814741135 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026328546926379204 + ], + "opposite_logprob_tokens": [ + -3.6513285636901855 + ], + "logprob_reward": -0.026328546926379204, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026328546926379204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18529112637043, + 0.35002028942108154, + 0.0755515992641449, + 0.07540220767259598, + 0.13547557592391968, + 0.05164491385221481, + 0.03729105740785599, + 0.03860357403755188, + 0.018919091671705246, + 0.031800560653209686 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.026328546926379204 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701424956321716 + ], + "opposite_logprob_tokens": [ + -2.12701416015625 + ], + "logprob_reward": -0.12701424956321716, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12701424956321716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23996905982494354, + 0.09696149826049805, + 0.059078995138406754, + 0.1024390235543251, + 0.05546131357550621, + 0.04552219435572624, + 0.07534195482730865, + 0.1286579966545105, + 0.1303674280643463, + 0.06620055437088013 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.12701424956321716 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, static, eye-level, full-length shot immerses the viewer in a scene rendered in Tim Burton's distinctive gothic style, featuring two two-spotted Elaphe bimaculata snakes performing a mesmerizing courtship dance. Their slender bodies, covered in scales that take on a delicate, dry sheen in the moonlight, are rendered against a high-contrast, monochrome palette, their natural two-spotted pattern visible as a complex arrangement of charcoal and ash-grey. They rise vertically from the ground, gracefully twisting and interweaving in a slow, hypnotic rhythm, their movements fluid and seamless. The dance unfolds against the backdrop of a gnarled, leafless tree, its skeletal branches reaching toward the night sky, silhouetted by a massive, unnaturally glowing full moon. This unique light source bathes the scene in stark highlights and deep, inky shadows that stretch and twist with the snakes' movements. A sinister thorny vine wraps tightly around the trunk, and a velvety crimson flower bursts from above, its saturated red providing a solitary, dramatic splash of color in the black and white world, creating an atmosphere that is at once terrifying, enchanting, and strangely romantic.", + "seed": 24604, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_8/index_7217_seed_24604_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19333884082734584, + "vlm_logprob": -0.19333884082734584, + "vlm_yes_no_margin": 2.3500000119209288, + "vlm_token_credit": -0.19333884082734584, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2547232210636139 + ], + "opposite_logprob_tokens": [ + -1.5047231912612915 + ], + "logprob_reward": -0.2547232210636139, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2547232210636139, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40050581097602844, + 0.08144605159759521, + 0.07297243177890778, + 0.07476906478404999, + 0.053707320243120193, + 0.11370327323675156, + 0.07184489816427231, + 0.0759250670671463, + 0.01910327933728695, + 0.03602278605103493 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.2547232210636139 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002841247245669365 + ], + "opposite_logprob_tokens": [ + -5.877841472625732 + ], + "logprob_reward": -0.002841247245669365, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002841247245669365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4692002534866333, + 0.07139952480792999, + 0.06515610218048096, + 0.19154009222984314, + 0.052636437118053436, + 0.029815757647156715, + 0.015338812954723835, + 0.017147770151495934, + 0.03586936369538307, + 0.05189592391252518 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.002841247245669365 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002826035022736 + ], + "opposite_logprob_tokens": [ + -2.695028305053711 + ], + "logprob_reward": -0.07002826035022736, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002826035022736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20079709589481354, + 0.09229516983032227, + 0.13640086352825165, + 0.0511576384305954, + 0.05910094082355499, + 0.2303842157125473, + 0.05387182906270027, + 0.04537681117653847, + 0.039485663175582886, + 0.09112972021102905 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.07002826035022736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870369791984558 + ], + "opposite_logprob_tokens": [ + -1.1370370388031006 + ], + "logprob_reward": -0.3870369791984558, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.3870369791984558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2432551234960556, + 0.0884169191122055, + 0.1895100623369217, + 0.20667287707328796, + 0.07780636847019196, + 0.05249705910682678, + 0.01838834397494793, + 0.0200168639421463, + 0.049734748899936676, + 0.05370159447193146 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.3870369791984558 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two two-spotted Elaphe bimaculata snakes visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene rendered in a high-contrast monochrome palette with a single saturated red flower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the snakes rise vertically from the ground and twist in a slow, hypnotic rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a gnarled, leafless tree silhouetted by a massive glowing full moon?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static, eye-level, full-length view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520644962787628 + ], + "opposite_logprob_tokens": [ + -1.5020644664764404 + ], + "logprob_reward": -0.2520644962787628, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520644962787628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29821592569351196, + 0.06976556032896042, + 0.16596592962741852, + 0.09260600805282593, + 0.10624274611473083, + 0.14101974666118622, + 0.03324331343173981, + 0.026016103103756905, + 0.02739330194890499, + 0.03953133895993233 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.2520644962787628 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_9/index_tensor([4731, 4731])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_9/index_tensor([4731, 4731])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8fe55760b88124e2188fcfa99c16cf64b490b001 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_9/index_tensor([4731, 4731])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide shot, captured from afar, slowly pulls out to reveal a grander panorama. A towering, rugged, snow-capped mountain rises beneath a clear, cold sky. Its thick, untouched snow reflects a dazzling glare in the bright sunlight, casting deep, sharp shadows across the folds of rock. Suddenly, a large section of the snow slope high on the mountain's side breaks away without warning, triggering a massive avalanche. Huge blocks of ice, like shattered glaciers, mix with tons of powdery, dry snow, forming a torrent of white water that cascades down with thunderous force. Massive blocks of snow collide and shatter as they fall, stirring up clouds of snow and fog that obscure the sky. This unstoppable force rushes towards the valley floor at an astonishing speed. The entire scene is filled with a sense of nature's raw, destructive power, creating an atmosphere of tension both majestic and awe-inspiring.", + "seed": 11800, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_9/index_4731_seed_11800_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.20056417923187836, + "vlm_logprob": -0.20056417923187836, + "vlm_yes_no_margin": 4.750000005960464, + "vlm_token_credit": -0.20056417923187836, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024641182273626328 + ], + "opposite_logprob_tokens": [ + -3.899641275405884 + ], + "logprob_reward": -0.024641182273626328, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.024641182273626328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34740152955055237, + 0.1540711671113968, + 0.0819396823644638, + 0.03203447908163071, + 0.09278789907693863, + 0.06721513718366623, + 0.017793750390410423, + 0.08170165866613388, + 0.05427440628409386, + 0.07078035920858383 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.024641182273626328 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743283987045288 + ], + "opposite_logprob_tokens": [ + -0.4743284285068512 + ], + "logprob_reward": -0.9743283987045288, + "yes_no_margin_reward": -0.4999999701976776, + "token_credit_reward": -0.9743283987045288, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.13546156883239746, + 0.11593734472990036, + 0.030141368508338928, + 0.05277566611766815, + 0.11021988838911057, + 0.02602158859372139, + 0.04395749047398567, + 0.20030701160430908, + 0.21747779846191406, + 0.06770027428865433 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.9743283987045288 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019528857665136456 + ], + "opposite_logprob_tokens": [ + -6.251952648162842 + ], + "logprob_reward": -0.0019528857665136456, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019528857665136456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2558775246143341, + 0.2809596061706543, + 0.01776646263897419, + 0.011202845722436905, + 0.0602489672601223, + 0.032982710748910904, + 0.013486156240105629, + 0.17927996814250946, + 0.03707007318735123, + 0.11112566292285919 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.0019528857665136456 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013365155318751931 + ], + "opposite_logprob_tokens": [ + -6.626336574554443 + ], + "logprob_reward": -0.0013365155318751931, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013365155318751931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08856924623250961, + 0.024536769837141037, + 0.06478749215602875, + 0.02606959268450737, + 0.11207359284162521, + 0.12174877524375916, + 0.0297788605093956, + 0.18966178596019745, + 0.13157692551612854, + 0.21119698882102966 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.0013365155318751931 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005619138828478754 + ], + "opposite_logprob_tokens": [ + -7.500561714172363 + ], + "logprob_reward": -0.0005619138828478754, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005619138828478754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10029073059558868, + 0.11957426369190216, + 0.06815606355667114, + 0.03587818518280983, + 0.07937514036893845, + 0.11405044049024582, + 0.028688734397292137, + 0.08816946297883987, + 0.1476861834526062, + 0.21813084185123444 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.0005619138828478754 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, captured from afar, slowly pulls out to reveal a grander panorama. A towering, rugged, snow-capped mountain rises beneath a clear, cold sky. Its thick, untouched snow reflects a dazzling glare in the bright sunlight, casting deep, sharp shadows across the folds of rock. Suddenly, a large section of the snow slope high on the mountain's side breaks away without warning, triggering a massive avalanche. Huge blocks of ice, like shattered glaciers, mix with tons of powdery, dry snow, forming a torrent of white water that cascades down with thunderous force. Massive blocks of snow collide and shatter as they fall, stirring up clouds of snow and fog that obscure the sky. This unstoppable force rushes towards the valley floor at an astonishing speed. The entire scene is filled with a sense of nature's raw, destructive power, creating an atmosphere of tension both majestic and awe-inspiring.", + "seed": 11801, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_9/index_4731_seed_11801_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1451572713442147, + "vlm_logprob": -0.1451572713442147, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.1451572713442147, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02913508750498295 + ], + "opposite_logprob_tokens": [ + -3.65413498878479 + ], + "logprob_reward": -0.02913508750498295, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02913508750498295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7165428996086121, + 0.034758467227220535, + 0.02358298934996128, + 0.047857750207185745, + 0.059744302183389664, + 0.03739912807941437, + 0.019506506621837616, + 0.02876264415681362, + 0.014672413468360901, + 0.01717291958630085 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.02913508750498295 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933786869049072 + ], + "opposite_logprob_tokens": [ + -0.6933786869049072 + ], + "logprob_reward": -0.6933786869049072, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933786869049072, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2712537348270416, + 0.056058745831251144, + 0.05400601029396057, + 0.09662415087223053, + 0.07819955796003342, + 0.207319974899292, + 0.07117218524217606, + 0.04257503151893616, + 0.04711105301976204, + 0.07567954063415527 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.6933786869049072 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009264229447580874 + ], + "opposite_logprob_tokens": [ + -7.000926494598389 + ], + "logprob_reward": -0.0009264229447580874, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009264229447580874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4451950192451477, + 0.046910420060157776, + 0.06359702348709106, + 0.03919130936264992, + 0.16704438626766205, + 0.04519583657383919, + 0.03247164562344551, + 0.027143413200974464, + 0.049067746847867966, + 0.08418319374322891 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.0009264229447580874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017121669370681047 + ], + "opposite_logprob_tokens": [ + -6.376712322235107 + ], + "logprob_reward": -0.0017121669370681047, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017121669370681047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6270464062690735, + 0.034586403518915176, + 0.04028329625725746, + 0.05649304762482643, + 0.0416988879442215, + 0.027810407802462578, + 0.043820571154356, + 0.043069757521152496, + 0.05778295174241066, + 0.02740824781358242 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.0017121669370681047 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000633992429357022 + ], + "opposite_logprob_tokens": [ + -7.37563419342041 + ], + "logprob_reward": -0.000633992429357022, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.000633992429357022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7247322201728821, + 0.020193448290228844, + 0.022421108558773994, + 0.03118789754807949, + 0.04453396424651146, + 0.04692983999848366, + 0.022870365530252457, + 0.04092707112431526, + 0.01834450662136078, + 0.027859583497047424 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.000633992429357022 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, captured from afar, slowly pulls out to reveal a grander panorama. A towering, rugged, snow-capped mountain rises beneath a clear, cold sky. Its thick, untouched snow reflects a dazzling glare in the bright sunlight, casting deep, sharp shadows across the folds of rock. Suddenly, a large section of the snow slope high on the mountain's side breaks away without warning, triggering a massive avalanche. Huge blocks of ice, like shattered glaciers, mix with tons of powdery, dry snow, forming a torrent of white water that cascades down with thunderous force. Massive blocks of snow collide and shatter as they fall, stirring up clouds of snow and fog that obscure the sky. This unstoppable force rushes towards the valley floor at an astonishing speed. The entire scene is filled with a sense of nature's raw, destructive power, creating an atmosphere of tension both majestic and awe-inspiring.", + "seed": 11802, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_9/index_4731_seed_11802_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2089552626828663, + "vlm_logprob": -0.2089552626828663, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.2089552626828663, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0589311458170414 + ], + "opposite_logprob_tokens": [ + -2.9339311122894287 + ], + "logprob_reward": -0.0589311458170414, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0589311458170414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1735042780637741, + 0.0868542343378067, + 0.10019063204526901, + 0.046424657106399536, + 0.09209485352039337, + 0.21793264150619507, + 0.12922120094299316, + 0.0541207380592823, + 0.05313873663544655, + 0.046518050134181976 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.0589311458170414 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743207693099976 + ], + "opposite_logprob_tokens": [ + -0.47432076930999756 + ], + "logprob_reward": -0.9743207693099976, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743207693099976, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04912504926323891, + 0.02928580343723297, + 0.026810649782419205, + 0.021658582612872124, + 0.03115234710276127, + 0.042255643755197525, + 0.6064060926437378, + 0.1230437159538269, + 0.013081138022243977, + 0.05718092620372772 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.9743207693099976 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046546440571546555 + ], + "opposite_logprob_tokens": [ + -5.379654407501221 + ], + "logprob_reward": -0.0046546440571546555, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046546440571546555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11463607102632523, + 0.12617447972297668, + 0.12099676579236984, + 0.035585206001996994, + 0.048074450343847275, + 0.08183091133832932, + 0.2132401317358017, + 0.07096884399652481, + 0.12065772712230682, + 0.06783545762300491 + ], + "top_frames": [ + 6, + 1, + 2 + ], + "selected_reward": -0.0046546440571546555 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949762649834156 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.005949762649834156, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949762649834156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06894756108522415, + 0.13263945281505585, + 0.15494723618030548, + 0.03180854767560959, + 0.12527616322040558, + 0.02682950161397457, + 0.17487531900405884, + 0.03313102200627327, + 0.04390950873494148, + 0.20763567090034485 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.005949762649834156 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009199915803037584 + ], + "opposite_logprob_tokens": [ + -7.000919818878174 + ], + "logprob_reward": -0.0009199915803037584, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009199915803037584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06548056751489639, + 0.1025998443365097, + 0.06588221341371536, + 0.029080180451273918, + 0.057436730712652206, + 0.03690868988633156, + 0.33799439668655396, + 0.06439122557640076, + 0.0648273378610611, + 0.1753988415002823 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.0009199915803037584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, captured from afar, slowly pulls out to reveal a grander panorama. A towering, rugged, snow-capped mountain rises beneath a clear, cold sky. Its thick, untouched snow reflects a dazzling glare in the bright sunlight, casting deep, sharp shadows across the folds of rock. Suddenly, a large section of the snow slope high on the mountain's side breaks away without warning, triggering a massive avalanche. Huge blocks of ice, like shattered glaciers, mix with tons of powdery, dry snow, forming a torrent of white water that cascades down with thunderous force. Massive blocks of snow collide and shatter as they fall, stirring up clouds of snow and fog that obscure the sky. This unstoppable force rushes towards the valley floor at an astonishing speed. The entire scene is filled with a sense of nature's raw, destructive power, creating an atmosphere of tension both majestic and awe-inspiring.", + "seed": 11803, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000119/group_9/index_4731_seed_11803_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09764448011992499, + "vlm_logprob": -0.09764448011992499, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.09764448011992499, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05217865854501724 + ], + "opposite_logprob_tokens": [ + -3.0521786212921143 + ], + "logprob_reward": -0.05217865854501724, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05217865854501724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10871352255344391, + 0.1469445377588272, + 0.060940515249967575, + 0.22265753149986267, + 0.0772910788655281, + 0.08698435872793198, + 0.079254150390625, + 0.11644549667835236, + 0.05224783346056938, + 0.04852098226547241 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.05217865854501724 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.428946852684021 + ], + "opposite_logprob_tokens": [ + -1.053946852684021 + ], + "logprob_reward": -0.428946852684021, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.428946852684021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02364697866141796, + 0.07419981062412262, + 0.027957109734416008, + 0.17263291776180267, + 0.05275573953986168, + 0.053620003163814545, + 0.038676053285598755, + 0.2738591730594635, + 0.11750619858503342, + 0.16514603793621063 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.428946852684021 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009263038518838584 + ], + "opposite_logprob_tokens": [ + -7.000926494598389 + ], + "logprob_reward": -0.0009263038518838584, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009263038518838584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11315946280956268, + 0.056260742247104645, + 0.03459646552801132, + 0.030293142423033714, + 0.07403429597616196, + 0.05476512759923935, + 0.09795451164245605, + 0.08665359020233154, + 0.13630026578903198, + 0.3159824013710022 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0009263038518838584 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052503556944429874 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.0052503556944429874, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052503556944429874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020711228251457214, + 0.08508114516735077, + 0.049423616379499435, + 0.24960799515247345, + 0.030514346435666084, + 0.07477626949548721, + 0.023444335907697678, + 0.10869539529085159, + 0.25621628761291504, + 0.10152934491634369 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.0052503556944429874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the initial shot a wide shot captured from afar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull out to reveal a grander panorama?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a towering, rugged, snow-capped mountain visible beneath a clear, cold sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive avalanche occur where a large section of the snow slope breaks away?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do huge blocks of ice and powdery snow cascade down the mountain at high speed?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009202298242598772 + ], + "opposite_logprob_tokens": [ + -7.000920295715332 + ], + "logprob_reward": -0.0009202298242598772, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009202298242598772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03861529380083084, + 0.03992960602045059, + 0.03880533203482628, + 0.14789791405200958, + 0.022939879447221756, + 0.05031345412135124, + 0.03709028661251068, + 0.14484719932079315, + 0.27608993649482727, + 0.2034710943698883 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.0009202298242598772 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_0/index_tensor([2623, 2623])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_0/index_tensor([2623, 2623])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8bc63df1b0696832ad531bef6e9e9f245de3e7c5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_0/index_tensor([2623, 2623])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "stunning close-up shot from a slight overhead angle focuses precisely on a palm-sized, uncut, angular piece of clear quartz crystal, delicately held by a pair of slender, fair hands. A bright, focused beam of light streams in from outside the frame, penetrating the crystal's crystalline interior. Its naturally formed ice cracks and tiny bubbles are instantly illuminated by the light, which is then refracted and fragmented by countless sharp facets, casting a brilliant, rainbow-like spectrum of light that softly falls on the fingertips and below the crystal. The hands hold the crystal with steady composure, their nails neatly manicured, and the texture of the skin is clearly visible in the soft light. The surroundings are enveloped in a shallow depth of field, completely blurred by the soft focus. Only faintly discernible scatterings of warm bokeh light create a subtle contrast with the cool spectrum of light cast by the crystal. The entire image, within the static composition, is imbued with a dynamic play of light and shadow, creating a mysterious atmosphere of tranquility, concentration, and a sense of wondrous discovery.", + "seed": 17235, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_0/index_2623_seed_17235_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16959092123433947, + "vlm_logprob": -0.16959092123433947, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.16959092123433947, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06716413795948029 + ], + "opposite_logprob_tokens": [ + -2.942164182662964 + ], + "logprob_reward": -0.06716413795948029, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06716413795948029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25200167298316956, + 0.06662493199110031, + 0.032545290887355804, + 0.06413249671459198, + 0.032634902745485306, + 0.1007031574845314, + 0.03995576128363609, + 0.18253587186336517, + 0.16768798232078552, + 0.06117798388004303 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.06716413795948029 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016096286475658417 + ], + "opposite_logprob_tokens": [ + -4.141096115112305 + ], + "logprob_reward": -0.016096286475658417, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016096286475658417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22430457174777985, + 0.22641479969024658, + 0.041826196014881134, + 0.07212825864553452, + 0.1281002014875412, + 0.04852104187011719, + 0.026301128789782524, + 0.09259490668773651, + 0.0948805958032608, + 0.044928256422281265 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.016096286475658417 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578558325767517 + ], + "opposite_logprob_tokens": [ + -0.6328558325767517 + ], + "logprob_reward": -0.7578558325767517, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578558325767517, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21145862340927124, + 0.07618099451065063, + 0.062466442584991455, + 0.13822677731513977, + 0.12631148099899292, + 0.09088481217622757, + 0.05179107189178467, + 0.09272514283657074, + 0.11183140426874161, + 0.038123201578855515 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.7578558325767517 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642066545784473 + ], + "opposite_logprob_tokens": [ + -5.379642009735107 + ], + "logprob_reward": -0.004642066545784473, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642066545784473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22755591571331024, + 0.04637187719345093, + 0.05629750341176987, + 0.08231723308563232, + 0.08012546598911285, + 0.1209806501865387, + 0.10560273379087448, + 0.07394462078809738, + 0.14615221321582794, + 0.06065180152654648 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.004642066545784473 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021962826140224934 + ], + "opposite_logprob_tokens": [ + -6.127196311950684 + ], + "logprob_reward": -0.0021962826140224934, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021962826140224934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10648778825998306, + 0.07620985060930252, + 0.1978013813495636, + 0.03556544706225395, + 0.3141893148422241, + 0.05737662687897682, + 0.07089685648679733, + 0.03908557817339897, + 0.057576052844524384, + 0.044811081141233444 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.0021962826140224934 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from a slight overhead angle focuses precisely on a palm-sized, uncut, angular piece of clear quartz crystal, delicately held by a pair of slender, fair hands. A bright, focused beam of light streams in from outside the frame, penetrating the crystal's crystalline interior. Its naturally formed ice cracks and tiny bubbles are instantly illuminated by the light, which is then refracted and fragmented by countless sharp facets, casting a brilliant, rainbow-like spectrum of light that softly falls on the fingertips and below the crystal. The hands hold the crystal with steady composure, their nails neatly manicured, and the texture of the skin is clearly visible in the soft light. The surroundings are enveloped in a shallow depth of field, completely blurred by the soft focus. Only faintly discernible scatterings of warm bokeh light create a subtle contrast with the cool spectrum of light cast by the crystal. The entire image, within the static composition, is imbued with a dynamic play of light and shadow, creating a mysterious atmosphere of tranquility, concentration, and a sense of wondrous discovery.", + "seed": 17236, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_0/index_2623_seed_17236_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15418132469058038, + "vlm_logprob": -0.15418132469058038, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.15418132469058038, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044719990342855453 + ], + "opposite_logprob_tokens": [ + -3.294719934463501 + ], + "logprob_reward": -0.044719990342855453, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.044719990342855453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5057566165924072, + 0.10514415800571442, + 0.08701419830322266, + 0.045210327953100204, + 0.081748366355896, + 0.02403528429567814, + 0.0384841226041317, + 0.014597528614103794, + 0.02193719521164894, + 0.07607211917638779 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.044719990342855453 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026362566277384758 + ], + "opposite_logprob_tokens": [ + -3.651362657546997 + ], + "logprob_reward": -0.026362566277384758, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026362566277384758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18470224738121033, + 0.13411101698875427, + 0.15511323511600494, + 0.06375616043806076, + 0.1711881458759308, + 0.08749716728925705, + 0.039055872708559036, + 0.039899714291095734, + 0.029287122189998627, + 0.09538929164409637 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.026362566277384758 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933908462524414 + ], + "opposite_logprob_tokens": [ + -0.6933908462524414 + ], + "logprob_reward": -0.6933908462524414, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933908462524414, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15746335685253143, + 0.1051824539899826, + 0.08580410480499268, + 0.05823647603392601, + 0.42661312222480774, + 0.028873171657323837, + 0.0421992652118206, + 0.0252259261906147, + 0.04472295194864273, + 0.02567913942039013 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.6933908462524414 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003616699017584324 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.003616699017584324, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003616699017584324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23698614537715912, + 0.057301346212625504, + 0.07413816452026367, + 0.04184098169207573, + 0.4164563715457916, + 0.0578259602189064, + 0.027436723932623863, + 0.030734384432435036, + 0.028336791321635246, + 0.028943127021193504 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.003616699017584324 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028165215626358986 + ], + "opposite_logprob_tokens": [ + -5.877816677093506 + ], + "logprob_reward": -0.0028165215626358986, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028165215626358986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18158899247646332, + 0.462992399930954, + 0.05383199453353882, + 0.03154807165265083, + 0.08526483178138733, + 0.09702602028846741, + 0.016315067186951637, + 0.014135905541479588, + 0.01914091408252716, + 0.038155775517225266 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.0028165215626358986 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from a slight overhead angle focuses precisely on a palm-sized, uncut, angular piece of clear quartz crystal, delicately held by a pair of slender, fair hands. A bright, focused beam of light streams in from outside the frame, penetrating the crystal's crystalline interior. Its naturally formed ice cracks and tiny bubbles are instantly illuminated by the light, which is then refracted and fragmented by countless sharp facets, casting a brilliant, rainbow-like spectrum of light that softly falls on the fingertips and below the crystal. The hands hold the crystal with steady composure, their nails neatly manicured, and the texture of the skin is clearly visible in the soft light. The surroundings are enveloped in a shallow depth of field, completely blurred by the soft focus. Only faintly discernible scatterings of warm bokeh light create a subtle contrast with the cool spectrum of light cast by the crystal. The entire image, within the static composition, is imbued with a dynamic play of light and shadow, creating a mysterious atmosphere of tranquility, concentration, and a sense of wondrous discovery.", + "seed": 17237, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_0/index_2623_seed_17237_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1215135327540338, + "vlm_logprob": -0.1215135327540338, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.1215135327540338, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.047118429094552994 + ], + "opposite_logprob_tokens": [ + -3.1721184253692627 + ], + "logprob_reward": -0.047118429094552994, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.047118429094552994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03369593992829323, + 0.48897236585617065, + 0.1612510234117508, + 0.040327027440071106, + 0.0919320359826088, + 0.059706758707761765, + 0.019416822120547295, + 0.0385688878595829, + 0.015477464534342289, + 0.05065171793103218 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.047118429094552994 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029828405007719994 + ], + "opposite_logprob_tokens": [ + -3.5298283100128174 + ], + "logprob_reward": -0.029828405007719994, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029828405007719994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0564250648021698, + 0.4945223331451416, + 0.09697230905294418, + 0.08510227501392365, + 0.025944598019123077, + 0.036328304558992386, + 0.08998097479343414, + 0.03507053107023239, + 0.06246887892484665, + 0.01718473620712757 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.029828405007719994 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233873128890991 + ], + "opposite_logprob_tokens": [ + -0.8983873128890991 + ], + "logprob_reward": -0.5233873128890991, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233873128890991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24236449599266052, + 0.42495197057724, + 0.13159461319446564, + 0.02447841688990593, + 0.03062615357339382, + 0.02124045602977276, + 0.03552297130227089, + 0.0537417009472847, + 0.024376381188631058, + 0.011102821677923203 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.5233873128890991 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036190745886415243 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.0036190745886415243, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036190745886415243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17716406285762787, + 0.17417621612548828, + 0.13420233130455017, + 0.07493245601654053, + 0.06772001832723618, + 0.04303796589374542, + 0.15671570599079132, + 0.0981355682015419, + 0.03527021408081055, + 0.038645461201667786 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0036190745886415243 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003614442190155387 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.003614442190155387, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003614442190155387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12139247357845306, + 0.6048045754432678, + 0.1250157505273819, + 0.020767223089933395, + 0.02506163716316223, + 0.015554961748421192, + 0.02549959346652031, + 0.03651929646730423, + 0.011623243801295757, + 0.013761273585259914 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.003614442190155387 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "stunning close-up shot from a slight overhead angle focuses precisely on a palm-sized, uncut, angular piece of clear quartz crystal, delicately held by a pair of slender, fair hands. A bright, focused beam of light streams in from outside the frame, penetrating the crystal's crystalline interior. Its naturally formed ice cracks and tiny bubbles are instantly illuminated by the light, which is then refracted and fragmented by countless sharp facets, casting a brilliant, rainbow-like spectrum of light that softly falls on the fingertips and below the crystal. The hands hold the crystal with steady composure, their nails neatly manicured, and the texture of the skin is clearly visible in the soft light. The surroundings are enveloped in a shallow depth of field, completely blurred by the soft focus. Only faintly discernible scatterings of warm bokeh light create a subtle contrast with the cool spectrum of light cast by the crystal. The entire image, within the static composition, is imbued with a dynamic play of light and shadow, creating a mysterious atmosphere of tranquility, concentration, and a sense of wondrous discovery.", + "seed": 17238, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_0/index_2623_seed_17238_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12763094599358737, + "vlm_logprob": -0.12763094599358737, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.12763094599358737, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023668726906180382 + ], + "opposite_logprob_tokens": [ + -4.1486687660217285 + ], + "logprob_reward": -0.023668726906180382, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.023668726906180382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11369240283966064, + 0.04922245442867279, + 0.03339460864663124, + 0.13407370448112488, + 0.3831443190574646, + 0.04571634903550148, + 0.05079874396324158, + 0.07060526311397552, + 0.08325692266225815, + 0.03609521687030792 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.023668726906180382 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029827363789081573 + ], + "opposite_logprob_tokens": [ + -3.529827356338501 + ], + "logprob_reward": -0.029827363789081573, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029827363789081573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4313793480396271, + 0.07362537086009979, + 0.056946560740470886, + 0.07175567001104355, + 0.08233297616243362, + 0.03992777317762375, + 0.0456065908074379, + 0.057830601930618286, + 0.09026015549898148, + 0.05033489316701889 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.029827363789081573 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576218843460083 + ], + "opposite_logprob_tokens": [ + -0.826218843460083 + ], + "logprob_reward": -0.576218843460083, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576218843460083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2487056851387024, + 0.06290028989315033, + 0.022673247382044792, + 0.05773758515715599, + 0.3620932996273041, + 0.09783662855625153, + 0.05581018701195717, + 0.04034503921866417, + 0.023045869544148445, + 0.02885214425623417 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.576218843460083 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951895844191313 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005951895844191313, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951895844191313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38834148645401, + 0.028954872861504555, + 0.06061461567878723, + 0.04148136451840401, + 0.2994014322757721, + 0.05757429450750351, + 0.030129069462418556, + 0.029066301882267, + 0.041011013090610504, + 0.02342558279633522 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.005951895844191313 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a palm-sized, uncut, angular piece of clear quartz crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the hands holding the crystal slender, fair, and featuring neatly manicured nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright, focused beam of light visible streaming from outside the frame into the crystal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the light refract through the crystal to cast a rainbow-like spectrum on the fingertips and below?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background completely blurred with shallow depth of field and warm bokeh light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024878999684005976 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.0024878999684005976, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024878999684005976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5054606795310974, + 0.06250286847352982, + 0.031238846480846405, + 0.09481846541166306, + 0.03426263853907585, + 0.07132124900817871, + 0.05833788961172104, + 0.08248194307088852, + 0.0318949818611145, + 0.02768046408891678 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.0024878999684005976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_11/index_tensor([8691, 8691])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_11/index_tensor([8691, 8691])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9aa4e8fc947542c860970060dff587bfeb48e41a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_11/index_tensor([8691, 8691])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, close-up tracking shot follows a shaggy white puppy, its pristine white fur speckled with a few fallen leaves. Its obsidian-bright eyes gleam with concentration, its small, wet black nose pressed to the ground, sniffing excitedly through the thick layer of fallen leaves. Soft afternoon sunlight filters through the treetops, casting dappled shadows on the golden, crimson, and brown carpet of fallen leaves, illuminating the fine dust particles hanging in the air. Suddenly, the puppy seems to lock onto its target. It pauses its sniffing and begins digging with its front paws, alternating between rapid and vigorous movements. The soft, dark earth and fallen leaves are flung behind it, revealing its pink paw pads. Its entire body trembles with excitement as it searches intently for the secret buried beneath. The warm tones of the entire scene imbue the scene with a vibrant sense of movement and pure, curious joy.", + "seed": 16688, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_11/index_8691_seed_16688_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09588089920580387, + "vlm_logprob": -0.09588089920580387, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.09588089920580387, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08297517150640488 + ], + "opposite_logprob_tokens": [ + -2.582975149154663 + ], + "logprob_reward": -0.08297517150640488, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08297517150640488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24444741010665894, + 0.17828010022640228, + 0.1357676088809967, + 0.03974844142794609, + 0.06782141327857971, + 0.057645585387945175, + 0.1227179542183876, + 0.049070701003074646, + 0.05831671878695488, + 0.046184029430150986 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.08297517150640488 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033741552382707596 + ], + "opposite_logprob_tokens": [ + -3.4087414741516113 + ], + "logprob_reward": -0.033741552382707596, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033741552382707596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1554975062608719, + 0.11850440502166748, + 0.05993099883198738, + 0.3455762565135956, + 0.08534137159585953, + 0.0284893661737442, + 0.07755908370018005, + 0.04774509370326996, + 0.025190569460392, + 0.05616538226604462 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.033741552382707596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17992520332336426 + ], + "opposite_logprob_tokens": [ + -1.8049252033233643 + ], + "logprob_reward": -0.17992520332336426, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17992520332336426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0994701161980629, + 0.36112725734710693, + 0.0335606150329113, + 0.07342083752155304, + 0.07529710233211517, + 0.0501815527677536, + 0.19726906716823578, + 0.039014775305986404, + 0.024321142584085464, + 0.0463375560939312 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.17992520332336426 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028228219598531723 + ], + "opposite_logprob_tokens": [ + -5.8778228759765625 + ], + "logprob_reward": -0.0028228219598531723, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028228219598531723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08320286870002747, + 0.17052337527275085, + 0.08783665299415588, + 0.22549471259117126, + 0.11958124488592148, + 0.025250839069485664, + 0.04049495980143547, + 0.06943676620721817, + 0.049515534192323685, + 0.12866303324699402 + ], + "top_frames": [ + 3, + 1, + 9 + ], + "selected_reward": -0.0028228219598531723 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17993974685668945 + ], + "opposite_logprob_tokens": [ + -1.8049397468566895 + ], + "logprob_reward": -0.17993974685668945, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17993974685668945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05838574841618538, + 0.13279792666435242, + 0.04435626044869423, + 0.23062674701213837, + 0.263042688369751, + 0.043344881385564804, + 0.07036839425563812, + 0.049798112362623215, + 0.03680795058608055, + 0.07047129422426224 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.17993974685668945 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, close-up tracking shot follows a shaggy white puppy, its pristine white fur speckled with a few fallen leaves. Its obsidian-bright eyes gleam with concentration, its small, wet black nose pressed to the ground, sniffing excitedly through the thick layer of fallen leaves. Soft afternoon sunlight filters through the treetops, casting dappled shadows on the golden, crimson, and brown carpet of fallen leaves, illuminating the fine dust particles hanging in the air. Suddenly, the puppy seems to lock onto its target. It pauses its sniffing and begins digging with its front paws, alternating between rapid and vigorous movements. The soft, dark earth and fallen leaves are flung behind it, revealing its pink paw pads. Its entire body trembles with excitement as it searches intently for the secret buried beneath. The warm tones of the entire scene imbue the scene with a vibrant sense of movement and pure, curious joy.", + "seed": 16689, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_11/index_8691_seed_16689_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17547295456752182, + "vlm_logprob": -0.17547295456752182, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.17547295456752182, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5791112184524536 + ], + "opposite_logprob_tokens": [ + -0.8291112184524536 + ], + "logprob_reward": -0.5791112184524536, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5791112184524536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11379480361938477, + 0.07837092876434326, + 0.2787117063999176, + 0.0384703166782856, + 0.04442164674401283, + 0.3187994062900543, + 0.02087341994047165, + 0.01171375997364521, + 0.02097502537071705, + 0.07386897504329681 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.5791112184524536 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07008606195449829 + ], + "opposite_logprob_tokens": [ + -2.6950860023498535 + ], + "logprob_reward": -0.07008606195449829, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07008606195449829, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08287663757801056, + 0.1257738173007965, + 0.27393585443496704, + 0.0334702804684639, + 0.04938964173197746, + 0.2862875759601593, + 0.037135593593120575, + 0.042751871049404144, + 0.011475383304059505, + 0.056903332471847534 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.07008606195449829 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298345774412155 + ], + "opposite_logprob_tokens": [ + -2.237983465194702 + ], + "logprob_reward": -0.11298345774412155, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298345774412155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053888045251369476, + 0.06266967952251434, + 0.27639445662498474, + 0.01619998924434185, + 0.01914423517882824, + 0.10743758082389832, + 0.01879332773387432, + 0.0630268082022667, + 0.02187647670507431, + 0.3605693578720093 + ], + "top_frames": [ + 9, + 2, + 5 + ], + "selected_reward": -0.11298345774412155 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022017541341483593 + ], + "opposite_logprob_tokens": [ + -6.127201557159424 + ], + "logprob_reward": -0.0022017541341483593, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022017541341483593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1069282740354538, + 0.05399026721715927, + 0.29827338457107544, + 0.047949355095624924, + 0.05051726475358009, + 0.16560900211334229, + 0.04134879261255264, + 0.0687364861369133, + 0.06894847005605698, + 0.09769869595766068 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.0022017541341483593 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298228055238724 + ], + "opposite_logprob_tokens": [ + -2.2379822731018066 + ], + "logprob_reward": -0.11298228055238724, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298228055238724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03539931774139404, + 0.02225506864488125, + 0.1534695327281952, + 0.02411235123872757, + 0.06098509579896927, + 0.10011182725429535, + 0.04087347909808159, + 0.062448855489492416, + 0.36654260754585266, + 0.1338019073009491 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.11298228055238724 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, close-up tracking shot follows a shaggy white puppy, its pristine white fur speckled with a few fallen leaves. Its obsidian-bright eyes gleam with concentration, its small, wet black nose pressed to the ground, sniffing excitedly through the thick layer of fallen leaves. Soft afternoon sunlight filters through the treetops, casting dappled shadows on the golden, crimson, and brown carpet of fallen leaves, illuminating the fine dust particles hanging in the air. Suddenly, the puppy seems to lock onto its target. It pauses its sniffing and begins digging with its front paws, alternating between rapid and vigorous movements. The soft, dark earth and fallen leaves are flung behind it, revealing its pink paw pads. Its entire body trembles with excitement as it searches intently for the secret buried beneath. The warm tones of the entire scene imbue the scene with a vibrant sense of movement and pure, curious joy.", + "seed": 16690, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_11/index_8691_seed_16690_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08213245186489075, + "vlm_logprob": -0.08213245186489075, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.08213245186489075, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05177927762269974 + ], + "opposite_logprob_tokens": [ + -3.051779270172119 + ], + "logprob_reward": -0.05177927762269974, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05177927762269974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23824304342269897, + 0.14048151671886444, + 0.05385112762451172, + 0.07736741006374359, + 0.10833558440208435, + 0.16782914102077484, + 0.13369905948638916, + 0.02250024676322937, + 0.025069409981369972, + 0.03262343257665634 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.05177927762269974 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331520989537239 + ], + "opposite_logprob_tokens": [ + -3.773315191268921 + ], + "logprob_reward": -0.02331520989537239, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331520989537239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17586135864257812, + 0.11132888495922089, + 0.09600349515676498, + 0.06671956181526184, + 0.11214035749435425, + 0.05943046882748604, + 0.21084938943386078, + 0.035162702202796936, + 0.09308747202157974, + 0.039416324347257614 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.02331520989537239 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020589781925082207 + ], + "opposite_logprob_tokens": [ + -3.895589828491211 + ], + "logprob_reward": -0.020589781925082207, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020589781925082207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11869862675666809, + 0.3996795117855072, + 0.07437073439359665, + 0.06127755343914032, + 0.0745370090007782, + 0.04777145013213158, + 0.11526913195848465, + 0.02311357483267784, + 0.04847009852528572, + 0.03681229427456856 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.020589781925082207 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015136463334783912 + ], + "opposite_logprob_tokens": [ + -6.501513481140137 + ], + "logprob_reward": -0.0015136463334783912, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015136463334783912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1430583894252777, + 0.19358301162719727, + 0.09108101576566696, + 0.04633272439241409, + 0.07244006544351578, + 0.08916632831096649, + 0.1425480842590332, + 0.07702203094959259, + 0.10561519861221313, + 0.03915315493941307 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.0015136463334783912 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31346434354782104 + ], + "opposite_logprob_tokens": [ + -1.3134644031524658 + ], + "logprob_reward": -0.31346434354782104, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31346434354782104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1190153956413269, + 0.2532542049884796, + 0.08572286367416382, + 0.18174444139003754, + 0.1250746101140976, + 0.05737341195344925, + 0.055008646100759506, + 0.017812611535191536, + 0.06431707739830017, + 0.040676794946193695 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.31346434354782104 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, close-up tracking shot follows a shaggy white puppy, its pristine white fur speckled with a few fallen leaves. Its obsidian-bright eyes gleam with concentration, its small, wet black nose pressed to the ground, sniffing excitedly through the thick layer of fallen leaves. Soft afternoon sunlight filters through the treetops, casting dappled shadows on the golden, crimson, and brown carpet of fallen leaves, illuminating the fine dust particles hanging in the air. Suddenly, the puppy seems to lock onto its target. It pauses its sniffing and begins digging with its front paws, alternating between rapid and vigorous movements. The soft, dark earth and fallen leaves are flung behind it, revealing its pink paw pads. Its entire body trembles with excitement as it searches intently for the secret buried beneath. The warm tones of the entire scene imbue the scene with a vibrant sense of movement and pure, curious joy.", + "seed": 16691, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_11/index_8691_seed_16691_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05094351985026151, + "vlm_logprob": -0.05094351985026151, + "vlm_yes_no_margin": 3.574999976158142, + "vlm_token_credit": -0.05094351985026151, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03261107578873634 + ], + "opposite_logprob_tokens": [ + -3.532611131668091 + ], + "logprob_reward": -0.03261107578873634, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03261107578873634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1380077451467514, + 0.12244097143411636, + 0.027446523308753967, + 0.10024496167898178, + 0.22260703146457672, + 0.0741906464099884, + 0.06240539625287056, + 0.14790907502174377, + 0.05538105592131615, + 0.04936666041612625 + ], + "top_frames": [ + 4, + 7, + 0 + ], + "selected_reward": -0.03261107578873634 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812770918011665 + ], + "opposite_logprob_tokens": [ + -3.2881276607513428 + ], + "logprob_reward": -0.03812770918011665, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812770918011665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028745314106345177, + 0.16545508801937103, + 0.03007557988166809, + 0.01541859656572342, + 0.2829970419406891, + 0.03340235352516174, + 0.15182387828826904, + 0.12172020971775055, + 0.09701990336179733, + 0.07334199547767639 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.03812770918011665 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496704578399658 + ], + "opposite_logprob_tokens": [ + -2.929966926574707 + ], + "logprob_reward": -0.05496704578399658, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496704578399658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04517783969640732, + 0.03464410454034805, + 0.01811259612441063, + 0.031307119876146317, + 0.24430464208126068, + 0.12121349573135376, + 0.09399986267089844, + 0.08865010738372803, + 0.12048517167568207, + 0.2021050751209259 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.05496704578399658 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019431296968832612 + ], + "opposite_logprob_tokens": [ + -6.251943111419678 + ], + "logprob_reward": -0.0019431296968832612, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019431296968832612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13883115351200104, + 0.060256507247686386, + 0.049829185009002686, + 0.0270574688911438, + 0.30369681119918823, + 0.08158329129219055, + 0.04646865278482437, + 0.09251952171325684, + 0.1492702215909958, + 0.05048726499080658 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.0019431296968832612 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle close-up tracking shot following a shaggy white puppy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the puppy's fur white with a few fallen leaves speckled on it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the puppy pause its sniffing to dig with its front paws, revealing pink paw pads?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a ground covered in a thick layer of golden, crimson, and brown fallen leaves with dappled sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the puppy's body tremble with excitement while it searches intently?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270686388015747 + ], + "opposite_logprob_tokens": [ + -2.127068519592285 + ], + "logprob_reward": -0.1270686388015747, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270686388015747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07986550778150558, + 0.06992942094802856, + 0.04057788476347923, + 0.02533719129860401, + 0.4161452651023865, + 0.03544024005532265, + 0.11422955989837646, + 0.09364628791809082, + 0.033205483108758926, + 0.09162312746047974 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.1270686388015747 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_12/index_tensor([8050, 8050])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_12/index_tensor([8050, 8050])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ee31d3d1dee71188a311c1592b266fd1b8585260 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_12/index_tensor([8050, 8050])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot with the precision of ultra-high-speed photography, this extreme close-up utilizes a static camera to depict the climactic moment of impact. A projectile, fired from an ornate M16 rifle, its gleaming, intricately engraved gold receiver partially visible at the edge of the frame, strikes a dark, cold-rolled steel surface. The camera employs a razor-sharp depth of field, maintaining impeccable, sharp focus solely on the bullet. As it makes contact, the entire event unfolds in breathtaking slow motion; the copper tip curls instantly, violently impacting the solid steel. This catastrophic collision transforms kinetic energy into a brilliant, explosive shower of incandescent sparks, blasting outward in a fiery starburst pattern, their white-hot trails starkly illuminating the scene against a softly blurred, dark, and indistinct background. The now-damaged projectile, spinning to a halt and tumbling away from its point of impact, its twisted metal surface captures dramatic key lighting as it gracefully ricochets through the air, creating a mesmerizing and powerful atmosphere of controlled destruction.", + "seed": 1419, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_12/index_8050_seed_1419_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.33411731831729413, + "vlm_logprob": -0.33411731831729413, + "vlm_yes_no_margin": 2.350000023841858, + "vlm_token_credit": -0.33411731831729413, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.408948540687561 + ], + "opposite_logprob_tokens": [ + -0.2839485704898834 + ], + "logprob_reward": -1.408948540687561, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.408948540687561, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09390375763177872, + 0.07009857147932053, + 0.058162249624729156, + 0.08549370616674423, + 0.08266828954219818, + 0.040117062628269196, + 0.3514137864112854, + 0.05538932606577873, + 0.06185273826122284, + 0.10090050846338272 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -1.408948540687561 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033784542232751846 + ], + "opposite_logprob_tokens": [ + -3.4087846279144287 + ], + "logprob_reward": -0.033784542232751846, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033784542232751846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34578198194503784, + 0.06032748520374298, + 0.1590907871723175, + 0.04228736460208893, + 0.10835627466440201, + 0.02476365491747856, + 0.13097095489501953, + 0.024598579853773117, + 0.06543724238872528, + 0.03838565945625305 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.033784542232751846 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284458756446838 + ], + "opposite_logprob_tokens": [ + -2.0178446769714355 + ], + "logprob_reward": -0.14284458756446838, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14284458756446838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30614030361175537, + 0.08620266616344452, + 0.06389108300209045, + 0.11731856316328049, + 0.06184709817171097, + 0.07737138122320175, + 0.09416007250547409, + 0.062229957431554794, + 0.0532374307513237, + 0.07760146260261536 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.14284458756446838 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07905619591474533 + ], + "opposite_logprob_tokens": [ + -2.5790562629699707 + ], + "logprob_reward": -0.07905619591474533, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07905619591474533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19298578798770905, + 0.042338959872722626, + 0.14341428875923157, + 0.10418165475130081, + 0.07366588711738586, + 0.023399025201797485, + 0.14368857443332672, + 0.041388072073459625, + 0.0940912738442421, + 0.14084644615650177 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.07905619591474533 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952725186944008 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.005952725186944008, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952725186944008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16627860069274902, + 0.057124990969896317, + 0.24823561310768127, + 0.027586905285716057, + 0.04865698888897896, + 0.02335927076637745, + 0.13343054056167603, + 0.04612089693546295, + 0.13777051866054535, + 0.1114356741309166 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.005952725186944008 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot with the precision of ultra-high-speed photography, this extreme close-up utilizes a static camera to depict the climactic moment of impact. A projectile, fired from an ornate M16 rifle, its gleaming, intricately engraved gold receiver partially visible at the edge of the frame, strikes a dark, cold-rolled steel surface. The camera employs a razor-sharp depth of field, maintaining impeccable, sharp focus solely on the bullet. As it makes contact, the entire event unfolds in breathtaking slow motion; the copper tip curls instantly, violently impacting the solid steel. This catastrophic collision transforms kinetic energy into a brilliant, explosive shower of incandescent sparks, blasting outward in a fiery starburst pattern, their white-hot trails starkly illuminating the scene against a softly blurred, dark, and indistinct background. The now-damaged projectile, spinning to a halt and tumbling away from its point of impact, its twisted metal surface captures dramatic key lighting as it gracefully ricochets through the air, creating a mesmerizing and powerful atmosphere of controlled destruction.", + "seed": 1420, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_12/index_8050_seed_1420_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.37562206406146287, + "vlm_logprob": -0.37562206406146287, + "vlm_yes_no_margin": 2.05, + "vlm_token_credit": -0.37562206406146287, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6017098426818848 + ], + "opposite_logprob_tokens": [ + -0.22670984268188477 + ], + "logprob_reward": -1.6017098426818848, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6017098426818848, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4169676601886749, + 0.10946258157491684, + 0.07023215293884277, + 0.04140372946858406, + 0.03288847953081131, + 0.12623366713523865, + 0.0378383994102478, + 0.027630506083369255, + 0.04553510621190071, + 0.0918077602982521 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -1.6017098426818848 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10045987367630005 + ], + "opposite_logprob_tokens": [ + -2.3504598140716553 + ], + "logprob_reward": -0.10045987367630005, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10045987367630005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3794369101524353, + 0.07931479811668396, + 0.10801476240158081, + 0.02662605047225952, + 0.06344866007566452, + 0.13392408192157745, + 0.06908765435218811, + 0.04031191021203995, + 0.055459827184677124, + 0.044375333935022354 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.10045987367630005 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869599640369415 + ], + "opposite_logprob_tokens": [ + -3.0486960411071777 + ], + "logprob_reward": -0.04869599640369415, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869599640369415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28548696637153625, + 0.3305022716522217, + 0.04124635457992554, + 0.031675074249506, + 0.023626327514648438, + 0.08352786302566528, + 0.028944388031959534, + 0.03267350792884827, + 0.04553810879588127, + 0.09677910804748535 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.04869599640369415 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11303743720054626 + ], + "opposite_logprob_tokens": [ + -2.238037347793579 + ], + "logprob_reward": -0.11303743720054626, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11303743720054626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3731311857700348, + 0.05687221884727478, + 0.050861526280641556, + 0.034916289150714874, + 0.07045556604862213, + 0.27949395775794983, + 0.03713524714112282, + 0.023946315050125122, + 0.024801984429359436, + 0.04838569462299347 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.11303743720054626 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207170344889164 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207170344889164, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207170344889164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4095500111579895, + 0.0265082735568285, + 0.020559649914503098, + 0.024671854451298714, + 0.018503906205296516, + 0.04895102605223656, + 0.11477835476398468, + 0.021018577739596367, + 0.10091641545295715, + 0.21454182267189026 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.014207170344889164 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot with the precision of ultra-high-speed photography, this extreme close-up utilizes a static camera to depict the climactic moment of impact. A projectile, fired from an ornate M16 rifle, its gleaming, intricately engraved gold receiver partially visible at the edge of the frame, strikes a dark, cold-rolled steel surface. The camera employs a razor-sharp depth of field, maintaining impeccable, sharp focus solely on the bullet. As it makes contact, the entire event unfolds in breathtaking slow motion; the copper tip curls instantly, violently impacting the solid steel. This catastrophic collision transforms kinetic energy into a brilliant, explosive shower of incandescent sparks, blasting outward in a fiery starburst pattern, their white-hot trails starkly illuminating the scene against a softly blurred, dark, and indistinct background. The now-damaged projectile, spinning to a halt and tumbling away from its point of impact, its twisted metal surface captures dramatic key lighting as it gracefully ricochets through the air, creating a mesmerizing and powerful atmosphere of controlled destruction.", + "seed": 1421, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_12/index_8050_seed_1421_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3848203640431166, + "vlm_logprob": -0.3848203640431166, + "vlm_yes_no_margin": 1.9, + "vlm_token_credit": -0.3848203640431166, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6025742292404175 + ], + "opposite_logprob_tokens": [ + -0.2275742143392563 + ], + "logprob_reward": -1.6025742292404175, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6025742292404175, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05108271539211273, + 0.0261959470808506, + 0.15438908338546753, + 0.04909779131412506, + 0.02427295409142971, + 0.06739561259746552, + 0.045443106442689896, + 0.16693107783794403, + 0.124129518866539, + 0.29106223583221436 + ], + "top_frames": [ + 9, + 7, + 2 + ], + "selected_reward": -1.6025742292404175 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0891541838645935 + ], + "opposite_logprob_tokens": [ + -2.4641542434692383 + ], + "logprob_reward": -0.0891541838645935, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0891541838645935, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10877908766269684, + 0.08564700931310654, + 0.05966963991522789, + 0.06816508620977402, + 0.036567192524671555, + 0.08227710425853729, + 0.06588039547204971, + 0.38761457800865173, + 0.06355579942464828, + 0.041844144463539124 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0891541838645935 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08911176025867462 + ], + "opposite_logprob_tokens": [ + -2.464111804962158 + ], + "logprob_reward": -0.08911176025867462, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08911176025867462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08026048541069031, + 0.13259989023208618, + 0.13569815456867218, + 0.06756273657083511, + 0.06517051160335541, + 0.10240878909826279, + 0.04791882634162903, + 0.2120559960603714, + 0.03835512325167656, + 0.11796952039003372 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.08911176025867462 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12717990577220917 + ], + "opposite_logprob_tokens": [ + -2.1271798610687256 + ], + "logprob_reward": -0.12717990577220917, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12717990577220917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09733767807483673, + 0.14051157236099243, + 0.055941417813301086, + 0.0858045220375061, + 0.03279700502753258, + 0.05705788731575012, + 0.0465695895254612, + 0.3089185059070587, + 0.08330833911895752, + 0.09175340086221695 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.12717990577220917 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081741079688072 + ], + "opposite_logprob_tokens": [ + -4.141081809997559 + ], + "logprob_reward": -0.016081741079688072, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081741079688072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16712075471878052, + 0.160105898976326, + 0.10211449861526489, + 0.08661484718322754, + 0.05483977496623993, + 0.058765947818756104, + 0.05272353067994118, + 0.12641353905200958, + 0.09987735003232956, + 0.09142386168241501 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.016081741079688072 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot with the precision of ultra-high-speed photography, this extreme close-up utilizes a static camera to depict the climactic moment of impact. A projectile, fired from an ornate M16 rifle, its gleaming, intricately engraved gold receiver partially visible at the edge of the frame, strikes a dark, cold-rolled steel surface. The camera employs a razor-sharp depth of field, maintaining impeccable, sharp focus solely on the bullet. As it makes contact, the entire event unfolds in breathtaking slow motion; the copper tip curls instantly, violently impacting the solid steel. This catastrophic collision transforms kinetic energy into a brilliant, explosive shower of incandescent sparks, blasting outward in a fiery starburst pattern, their white-hot trails starkly illuminating the scene against a softly blurred, dark, and indistinct background. The now-damaged projectile, spinning to a halt and tumbling away from its point of impact, its twisted metal surface captures dramatic key lighting as it gracefully ricochets through the air, creating a mesmerizing and powerful atmosphere of controlled destruction.", + "seed": 1422, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_12/index_8050_seed_1422_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.32413414157927034, + "vlm_logprob": -0.32413414157927034, + "vlm_yes_no_margin": 2.450000023841858, + "vlm_token_credit": -0.32413414157927034, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4096859693527222 + ], + "opposite_logprob_tokens": [ + -0.28468596935272217 + ], + "logprob_reward": -1.4096859693527222, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4096859693527222, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.34133490920066833, + 0.08704715222120285, + 0.06603381782770157, + 0.05175333842635155, + 0.11219508200883865, + 0.05248979479074478, + 0.0794246569275856, + 0.06586934626102448, + 0.0680304691195488, + 0.07582146674394608 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -1.4096859693527222 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033787306398153305 + ], + "opposite_logprob_tokens": [ + -3.408787250518799 + ], + "logprob_reward": -0.033787306398153305, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033787306398153305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3501075804233551, + 0.11478981375694275, + 0.053141068667173386, + 0.0810079276561737, + 0.10258141160011292, + 0.027142828330397606, + 0.05719897523522377, + 0.054890722036361694, + 0.0922955647110939, + 0.06684413552284241 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.033787306398153305 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018198074772953987 + ], + "opposite_logprob_tokens": [ + -4.018198013305664 + ], + "logprob_reward": -0.018198074772953987, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018198074772953987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4305708408355713, + 0.09364982694387436, + 0.05815258249640465, + 0.04520712420344353, + 0.05515176057815552, + 0.05385887250304222, + 0.014417617581784725, + 0.046899665147066116, + 0.060416329652071, + 0.14167539775371552 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.018198074772953987 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1429230123758316 + ], + "opposite_logprob_tokens": [ + -2.01792311668396 + ], + "logprob_reward": -0.1429230123758316, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1429230123758316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23957045376300812, + 0.12894275784492493, + 0.07620403915643692, + 0.0416378453373909, + 0.09137418121099472, + 0.06095433607697487, + 0.07255544513463974, + 0.06264440715312958, + 0.10177797824144363, + 0.1243385374546051 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.1429230123758316 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a projectile fired from an ornate M16 rifle with a gleaming, intricately engraved gold receiver visible at the edge of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the projectile strike a dark, cold-rolled steel surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the focus razor-sharp solely on the bullet while the background is softly blurred and indistinct?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the impact cause the copper tip to curl instantly, creating an explosive shower of incandescent sparks in a fiery starburst pattern?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607634499669075 + ], + "opposite_logprob_tokens": [ + -4.141076564788818 + ], + "logprob_reward": -0.01607634499669075, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607634499669075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1090286374092102, + 0.11047062277793884, + 0.034515295177698135, + 0.10938311368227005, + 0.22571499645709991, + 0.03823884204030037, + 0.022688159719109535, + 0.04398607835173607, + 0.08227421343326569, + 0.22370001673698425 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.01607634499669075 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_15/index_tensor([9191, 9191])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_15/index_tensor([9191, 9191])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..329768373be81e420a4848772c976f764fa93837 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_15/index_tensor([9191, 9191])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This low-angle, tight medium shot, captured with documentary-style realism and a slight handheld shake, immerses the viewer in the waters of a clear, shallow river. The central focus is two majestic sockeye salmon, their bodies a brilliant, pristine crimson, their heads a contrasting metallic emerald, as they fiercely thrash against the current. Their powerful bodies collide and twist, churning the water into a white foam and sending arcs of shimmering droplets into the air. Their hooked jaws open and close with aggressive speed, revealing the white interiors of their mouths in a desperate fight for spawning rights. The entire scene is rendered in a stark, desaturated color grading, muting the greens and browns of the out-of-focus riverbank and the multicolored pebbles visible through the clear water. This deliberate artistic choice allows the visceral, saturated crimson of the salmon's bodies to stand out with a shocking intensity against the muted surroundings, creating an atmosphere of tension and drama focused purely on the brutal beauty of their fierce, instinctive struggle.", + "seed": 28618, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_15/index_9191_seed_28618_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.24521169997751713, + "vlm_logprob": -0.24521169997751713, + "vlm_yes_no_margin": 2.6000000119209288, + "vlm_token_credit": -0.24521169997751713, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017001712694764137 + ], + "opposite_logprob_tokens": [ + -4.142001628875732 + ], + "logprob_reward": -0.017001712694764137, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017001712694764137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20020723342895508, + 0.06951016187667847, + 0.09032155573368073, + 0.17659777402877808, + 0.1422266662120819, + 0.07666034251451492, + 0.07620962709188461, + 0.09077712148427963, + 0.04125600680708885, + 0.03623347356915474 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.017001712694764137 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897975295782089 + ], + "opposite_logprob_tokens": [ + -2.578979730606079 + ], + "logprob_reward": -0.07897975295782089, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897975295782089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19089056551456451, + 0.14033202826976776, + 0.10928933322429657, + 0.09455504268407822, + 0.03778525069355965, + 0.03627961501479149, + 0.07587471604347229, + 0.0978897288441658, + 0.036064546555280685, + 0.1810392141342163 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.07897975295782089 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191891998052597 + ], + "opposite_logprob_tokens": [ + -4.2641921043396 + ], + "logprob_reward": -0.014191891998052597, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191891998052597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25517985224723816, + 0.11097408086061478, + 0.09122461080551147, + 0.11227129399776459, + 0.04658188298344612, + 0.10311951488256454, + 0.11600934714078903, + 0.06995486468076706, + 0.03966826945543289, + 0.055016305297613144 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.014191891998052597 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538411140441895 + ], + "opposite_logprob_tokens": [ + -0.42884117364883423 + ], + "logprob_reward": -1.0538411140441895, + "yes_no_margin_reward": -0.6249999403953552, + "token_credit_reward": -1.0538411140441895, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09493043273687363, + 0.25087061524391174, + 0.08842194080352783, + 0.1417713314294815, + 0.031285177916288376, + 0.2287854552268982, + 0.03590038791298866, + 0.0605211965739727, + 0.032012127339839935, + 0.03550131991505623 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -1.0538411140441895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204402819275856 + ], + "opposite_logprob_tokens": [ + -2.812044143676758 + ], + "logprob_reward": -0.06204402819275856, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204402819275856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15389426052570343, + 0.23187747597694397, + 0.06188372150063515, + 0.08307766914367676, + 0.06947396695613861, + 0.19557975232601166, + 0.056484803557395935, + 0.0805368721485138, + 0.025534259155392647, + 0.04165719449520111 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.06204402819275856 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "This low-angle, tight medium shot, captured with documentary-style realism and a slight handheld shake, immerses the viewer in the waters of a clear, shallow river. The central focus is two majestic sockeye salmon, their bodies a brilliant, pristine crimson, their heads a contrasting metallic emerald, as they fiercely thrash against the current. Their powerful bodies collide and twist, churning the water into a white foam and sending arcs of shimmering droplets into the air. Their hooked jaws open and close with aggressive speed, revealing the white interiors of their mouths in a desperate fight for spawning rights. The entire scene is rendered in a stark, desaturated color grading, muting the greens and browns of the out-of-focus riverbank and the multicolored pebbles visible through the clear water. This deliberate artistic choice allows the visceral, saturated crimson of the salmon's bodies to stand out with a shocking intensity against the muted surroundings, creating an atmosphere of tension and drama focused purely on the brutal beauty of their fierce, instinctive struggle.", + "seed": 28619, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_15/index_9191_seed_28619_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13476817198097707, + "vlm_logprob": -0.13476817198097707, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.13476817198097707, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021927068009972572 + ], + "opposite_logprob_tokens": [ + -3.8969271183013916 + ], + "logprob_reward": -0.021927068009972572, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021927068009972572, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37983372807502747, + 0.057415664196014404, + 0.027965199202299118, + 0.034330472350120544, + 0.09960073977708817, + 0.11323975771665573, + 0.04025276377797127, + 0.03686364367604256, + 0.14877896010875702, + 0.06171907112002373 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.021927068009972572 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890401154756546 + ], + "opposite_logprob_tokens": [ + -2.4640400409698486 + ], + "logprob_reward": -0.0890401154756546, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890401154756546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3941325843334198, + 0.18463134765625, + 0.05793676897883415, + 0.023642241954803467, + 0.10726610571146011, + 0.036556728184223175, + 0.05674651637673378, + 0.04561130702495575, + 0.04408296197652817, + 0.049393441528081894 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0890401154756546 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978105328977108 + ], + "opposite_logprob_tokens": [ + -4.6347808837890625 + ], + "logprob_reward": -0.00978105328977108, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978105328977108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6045885682106018, + 0.06304869800806046, + 0.04101255536079407, + 0.013185132294893265, + 0.0558488629758358, + 0.06173486262559891, + 0.016132205724716187, + 0.060322970151901245, + 0.04256873205304146, + 0.04155739024281502 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.00978105328977108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232973098754883 + ], + "opposite_logprob_tokens": [ + -0.8982973098754883 + ], + "logprob_reward": -0.5232973098754883, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232973098754883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4361684024333954, + 0.08982018381357193, + 0.1395001858472824, + 0.07977700978517532, + 0.07722625136375427, + 0.019114471971988678, + 0.025973450392484665, + 0.023261254653334618, + 0.049685366451740265, + 0.059473372995853424 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.5232973098754883 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029795313253998756 + ], + "opposite_logprob_tokens": [ + -3.5297954082489014 + ], + "logprob_reward": -0.029795313253998756, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029795313253998756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46924448013305664, + 0.05579231679439545, + 0.06893863528966904, + 0.0300461295992136, + 0.09404873847961426, + 0.04027286171913147, + 0.053237657994031906, + 0.06837020814418793, + 0.060737188905477524, + 0.05931181460618973 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.029795313253998756 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This low-angle, tight medium shot, captured with documentary-style realism and a slight handheld shake, immerses the viewer in the waters of a clear, shallow river. The central focus is two majestic sockeye salmon, their bodies a brilliant, pristine crimson, their heads a contrasting metallic emerald, as they fiercely thrash against the current. Their powerful bodies collide and twist, churning the water into a white foam and sending arcs of shimmering droplets into the air. Their hooked jaws open and close with aggressive speed, revealing the white interiors of their mouths in a desperate fight for spawning rights. The entire scene is rendered in a stark, desaturated color grading, muting the greens and browns of the out-of-focus riverbank and the multicolored pebbles visible through the clear water. This deliberate artistic choice allows the visceral, saturated crimson of the salmon's bodies to stand out with a shocking intensity against the muted surroundings, creating an atmosphere of tension and drama focused purely on the brutal beauty of their fierce, instinctive struggle.", + "seed": 28620, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_15/index_9191_seed_28620_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2677762221544981, + "vlm_logprob": -0.2677762221544981, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.2677762221544981, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013590195216238499 + ], + "opposite_logprob_tokens": [ + -4.388590335845947 + ], + "logprob_reward": -0.013590195216238499, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013590195216238499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09148884564638138, + 0.08008165657520294, + 0.03303275257349014, + 0.04443332180380821, + 0.08686311542987823, + 0.0156648438423872, + 0.02745472453534603, + 0.5072188377380371, + 0.06370242685079575, + 0.05005953460931778 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.013590195216238499 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062053438276052475 + ], + "opposite_logprob_tokens": [ + -2.8120534420013428 + ], + "logprob_reward": -0.062053438276052475, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062053438276052475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2898903787136078, + 0.0838046595454216, + 0.041353434324264526, + 0.07062340527772903, + 0.03360988199710846, + 0.0746619924902916, + 0.05387100949883461, + 0.17843976616859436, + 0.06032676622271538, + 0.11341878026723862 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.062053438276052475 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949170328676701 + ], + "opposite_logprob_tokens": [ + -5.130949020385742 + ], + "logprob_reward": -0.005949170328676701, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949170328676701, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09103202074766159, + 0.25646406412124634, + 0.07407196611166, + 0.08461552858352661, + 0.07577792555093765, + 0.030496325343847275, + 0.08521615713834763, + 0.0608765110373497, + 0.13178850710391998, + 0.10966102033853531 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.005949170328676701 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2235853672027588 + ], + "opposite_logprob_tokens": [ + -0.3485853970050812 + ], + "logprob_reward": -1.2235853672027588, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2235853672027588, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2541128396987915, + 0.10405990481376648, + 0.05535212159156799, + 0.06548333913087845, + 0.10664103180170059, + 0.03773461654782295, + 0.07219768315553665, + 0.11125229299068451, + 0.13532206416130066, + 0.05784407630562782 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -1.2235853672027588 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370293974876404 + ], + "opposite_logprob_tokens": [ + -3.408702850341797 + ], + "logprob_reward": -0.03370293974876404, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370293974876404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10261519998311996, + 0.15022245049476624, + 0.04266149178147316, + 0.048714883625507355, + 0.05327810347080231, + 0.026520315557718277, + 0.19080936908721924, + 0.20512482523918152, + 0.08788644522428513, + 0.09216698259115219 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -0.03370293974876404 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "This low-angle, tight medium shot, captured with documentary-style realism and a slight handheld shake, immerses the viewer in the waters of a clear, shallow river. The central focus is two majestic sockeye salmon, their bodies a brilliant, pristine crimson, their heads a contrasting metallic emerald, as they fiercely thrash against the current. Their powerful bodies collide and twist, churning the water into a white foam and sending arcs of shimmering droplets into the air. Their hooked jaws open and close with aggressive speed, revealing the white interiors of their mouths in a desperate fight for spawning rights. The entire scene is rendered in a stark, desaturated color grading, muting the greens and browns of the out-of-focus riverbank and the multicolored pebbles visible through the clear water. This deliberate artistic choice allows the visceral, saturated crimson of the salmon's bodies to stand out with a shocking intensity against the muted surroundings, creating an atmosphere of tension and drama focused purely on the brutal beauty of their fierce, instinctive struggle.", + "seed": 28621, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_15/index_9191_seed_28621_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.21220318228006363, + "vlm_logprob": -0.21220318228006363, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.21220318228006363, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03542468696832657 + ], + "opposite_logprob_tokens": [ + -3.4104247093200684 + ], + "logprob_reward": -0.03542468696832657, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03542468696832657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17377273738384247, + 0.07108328491449356, + 0.018639354035258293, + 0.11487285047769547, + 0.14046433568000793, + 0.07861461490392685, + 0.053908571600914, + 0.09918522834777832, + 0.1873401701450348, + 0.06211874261498451 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.03542468696832657 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003315538167953 + ], + "opposite_logprob_tokens": [ + -2.695033073425293 + ], + "logprob_reward": -0.07003315538167953, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003315538167953, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17864203453063965, + 0.04717070609331131, + 0.10314676910638809, + 0.032147202640771866, + 0.058003973215818405, + 0.07008159905672073, + 0.040395401418209076, + 0.1671295017004013, + 0.26622745394706726, + 0.0370553620159626 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.07003315538167953 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198120683431625 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198120683431625, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198120683431625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1102343201637268, + 0.20757442712783813, + 0.06731739640235901, + 0.10450856387615204, + 0.057901531457901, + 0.10125681012868881, + 0.0767609179019928, + 0.13337905704975128, + 0.06308609992265701, + 0.07798092812299728 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.014198120683431625 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8982927799224854 + ], + "opposite_logprob_tokens": [ + -0.5232927799224854 + ], + "logprob_reward": -0.8982927799224854, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8982927799224854, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18016593158245087, + 0.08713317662477493, + 0.08028396219015121, + 0.07249890267848969, + 0.06623885780572891, + 0.23968243598937988, + 0.037766922265291214, + 0.08525781333446503, + 0.04844105988740921, + 0.10253098607063293 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.8982927799224854 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two sockeye salmon visible as the central focus of the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the salmon have bodies colored brilliant crimson and heads colored metallic emerald?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the salmon thrashing, colliding, and twisting in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered with a stark, desaturated color grading that mutes the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a low-angle, tight medium shot with a slight handheld shake?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043067168444395065 + ], + "opposite_logprob_tokens": [ + -3.168067216873169 + ], + "logprob_reward": -0.043067168444395065, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043067168444395065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23250333964824677, + 0.0730360820889473, + 0.060126300901174545, + 0.052815698087215424, + 0.04371209070086479, + 0.08724744617938995, + 0.057990752160549164, + 0.13901782035827637, + 0.17171631753444672, + 0.0818340852856636 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.043067168444395065 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_7/index_tensor([4340, 4340])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_7/index_tensor([4340, 4340])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c43c488ffbf1cb13048a32805b4fdf786719dbe5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_7/index_tensor([4340, 4340])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme low-angle shot, almost touching the ground, slowly advances as a bizarre plant grows, capturing every detail as it perseveres through a deep crack in the dusty concrete ruins. The flat stems of this metallic plant, the \"Prickly Pear\" (Prickly Pear), are not fleshy but composed of sharp-edged, gunmetal-colored metal. Their surface gleams with an iridescent, oily sheen under the cool, diffused daylight. As the camera pans forward at an almost imperceptible pace, new segments slowly extend and unfurl from the tips of the previous ones in an unnatural, mechanical fashion. Each growth is accompanied by a tiny tremor, pushing aside the surrounding rubble and dust. At the joints where the segments meet, a faint, warning crimson light pulses rhythmically, tinting the surrounding rubble and dust with an ominous hue: this is its silent warning cry. The entire scene is painted in a cold, charcoal grey and rusty brown tones, with the only bright colour being the pulsating red light. Together, they create a heavy, depressing dystopian sci-fi atmosphere where a bizarre and tenacious life form is quietly rising after the apocalypse.", + "seed": 28843, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_7/index_4340_seed_28843_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18802616242319345, + "vlm_logprob": -0.18802616242319345, + "vlm_yes_no_margin": 2.175000023841858, + "vlm_token_credit": -0.18802616242319345, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.582414448261261 + ], + "opposite_logprob_tokens": [ + -0.832414448261261 + ], + "logprob_reward": -0.582414448261261, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.582414448261261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25005045533180237, + 0.0685219094157219, + 0.047292016446590424, + 0.05872080847620964, + 0.14529968798160553, + 0.13534435629844666, + 0.09082520753145218, + 0.04052264243364334, + 0.07147467136383057, + 0.09194818139076233 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.582414448261261 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035593062639236 + ], + "opposite_logprob_tokens": [ + -2.350355863571167 + ], + "logprob_reward": -0.10035593062639236, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035593062639236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11466587334871292, + 0.09931303560733795, + 0.06814227253198624, + 0.09927675873041153, + 0.055500734597444534, + 0.07468368113040924, + 0.06213594228029251, + 0.18265172839164734, + 0.13076111674308777, + 0.11286883801221848 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.10035593062639236 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034170001745224 + ], + "opposite_logprob_tokens": [ + -2.350341796875 + ], + "logprob_reward": -0.10034170001745224, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034170001745224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06955697387456894, + 0.26577243208885193, + 0.05500563979148865, + 0.11067464202642441, + 0.21089355647563934, + 0.02260206826031208, + 0.02843627706170082, + 0.0408746674656868, + 0.04023328423500061, + 0.15595044195652008 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.10034170001745224 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420846302062273 + ], + "opposite_logprob_tokens": [ + -4.2642083168029785 + ], + "logprob_reward": -0.01420846302062273, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420846302062273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11908897757530212, + 0.1911543607711792, + 0.04818931967020035, + 0.03038097731769085, + 0.07108760625123978, + 0.04690882936120033, + 0.039552249014377594, + 0.11237993836402893, + 0.07504697144031525, + 0.2662108242511749 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.01420846302062273 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281027019023895 + ], + "opposite_logprob_tokens": [ + -2.017810344696045 + ], + "logprob_reward": -0.14281027019023895, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14281027019023895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04454881325364113, + 0.13371433317661285, + 0.016881538555026054, + 0.016771897673606873, + 0.06242552027106285, + 0.040730658918619156, + 0.03171038627624512, + 0.0339420884847641, + 0.07114743441343307, + 0.548127293586731 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.14281027019023895 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme low-angle shot, almost touching the ground, slowly advances as a bizarre plant grows, capturing every detail as it perseveres through a deep crack in the dusty concrete ruins. The flat stems of this metallic plant, the \"Prickly Pear\" (Prickly Pear), are not fleshy but composed of sharp-edged, gunmetal-colored metal. Their surface gleams with an iridescent, oily sheen under the cool, diffused daylight. As the camera pans forward at an almost imperceptible pace, new segments slowly extend and unfurl from the tips of the previous ones in an unnatural, mechanical fashion. Each growth is accompanied by a tiny tremor, pushing aside the surrounding rubble and dust. At the joints where the segments meet, a faint, warning crimson light pulses rhythmically, tinting the surrounding rubble and dust with an ominous hue: this is its silent warning cry. The entire scene is painted in a cold, charcoal grey and rusty brown tones, with the only bright colour being the pulsating red light. Together, they create a heavy, depressing dystopian sci-fi atmosphere where a bizarre and tenacious life form is quietly rising after the apocalypse.", + "seed": 28844, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_7/index_4340_seed_28844_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09220577590167522, + "vlm_logprob": -0.09220577590167522, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.09220577590167522, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3615114986896515 + ], + "opposite_logprob_tokens": [ + -1.236511468887329 + ], + "logprob_reward": -0.3615114986896515, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3615114986896515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16691675782203674, + 0.10016582906246185, + 0.08590647578239441, + 0.056663159281015396, + 0.12818768620491028, + 0.03082609362900257, + 0.07426569610834122, + 0.0960216373205185, + 0.12860894203186035, + 0.13243770599365234 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.3615114986896515 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043093886226415634 + ], + "opposite_logprob_tokens": [ + -3.1680939197540283 + ], + "logprob_reward": -0.043093886226415634, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043093886226415634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12587033212184906, + 0.07832137495279312, + 0.05665908008813858, + 0.09705648571252823, + 0.11730166524648666, + 0.08680998533964157, + 0.09062124788761139, + 0.060554441064596176, + 0.13469275832176208, + 0.15211258828639984 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.043093886226415634 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012553129345178604 + ], + "opposite_logprob_tokens": [ + -4.3875532150268555 + ], + "logprob_reward": -0.012553129345178604, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012553129345178604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09474706649780273, + 0.07810413092374802, + 0.12754806876182556, + 0.028075970709323883, + 0.16159898042678833, + 0.14092674851417542, + 0.04664897918701172, + 0.06750252097845078, + 0.13782992959022522, + 0.11701761186122894 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.012553129345178604 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329389750957489 + ], + "opposite_logprob_tokens": [ + -3.773293972015381 + ], + "logprob_reward": -0.02329389750957489, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329389750957489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12028327584266663, + 0.06877392530441284, + 0.06226884573698044, + 0.02737744152545929, + 0.053088750690221786, + 0.16186168789863586, + 0.04798953980207443, + 0.10271380096673965, + 0.07953076809644699, + 0.27611199021339417 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.02329389750957489 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020576467737555504 + ], + "opposite_logprob_tokens": [ + -3.8955764770507812 + ], + "logprob_reward": -0.020576467737555504, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020576467737555504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07964625209569931, + 0.026648735627532005, + 0.03268475830554962, + 0.03583189845085144, + 0.05299427732825279, + 0.04753568023443222, + 0.059117063879966736, + 0.08252225816249847, + 0.5384137630462646, + 0.044605303555727005 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.020576467737555504 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme low-angle shot, almost touching the ground, slowly advances as a bizarre plant grows, capturing every detail as it perseveres through a deep crack in the dusty concrete ruins. The flat stems of this metallic plant, the \"Prickly Pear\" (Prickly Pear), are not fleshy but composed of sharp-edged, gunmetal-colored metal. Their surface gleams with an iridescent, oily sheen under the cool, diffused daylight. As the camera pans forward at an almost imperceptible pace, new segments slowly extend and unfurl from the tips of the previous ones in an unnatural, mechanical fashion. Each growth is accompanied by a tiny tremor, pushing aside the surrounding rubble and dust. At the joints where the segments meet, a faint, warning crimson light pulses rhythmically, tinting the surrounding rubble and dust with an ominous hue: this is its silent warning cry. The entire scene is painted in a cold, charcoal grey and rusty brown tones, with the only bright colour being the pulsating red light. Together, they create a heavy, depressing dystopian sci-fi atmosphere where a bizarre and tenacious life form is quietly rising after the apocalypse.", + "seed": 28845, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_7/index_4340_seed_28845_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.144201466627419, + "vlm_logprob": -0.144201466627419, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.144201466627419, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6416383385658264 + ], + "opposite_logprob_tokens": [ + -0.7666383385658264 + ], + "logprob_reward": -0.6416383385658264, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6416383385658264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25276002287864685, + 0.10911426693201065, + 0.1036095842719078, + 0.05898541957139969, + 0.07390519976615906, + 0.10326333343982697, + 0.03980720043182373, + 0.0469868965446949, + 0.045685917139053345, + 0.1658821403980255 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.6416383385658264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983696758747101 + ], + "opposite_logprob_tokens": [ + -3.529836893081665 + ], + "logprob_reward": -0.02983696758747101, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983696758747101, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08536680787801743, + 0.03884178027510643, + 0.025588758289813995, + 0.02395911142230034, + 0.04619011655449867, + 0.07466413080692291, + 0.07698095589876175, + 0.21136288344860077, + 0.1639692783355713, + 0.2530761659145355 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.02983696758747101 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981475181877613 + ], + "opposite_logprob_tokens": [ + -3.5298147201538086 + ], + "logprob_reward": -0.02981475181877613, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981475181877613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15057338774204254, + 0.06785493344068527, + 0.04526137188076973, + 0.018646374344825745, + 0.10556017607450485, + 0.0798136442899704, + 0.08864440768957138, + 0.1101405993103981, + 0.09529029577970505, + 0.23821474611759186 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.02981475181877613 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643240667879581 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643240667879581, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643240667879581, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14695236086845398, + 0.05299738049507141, + 0.04527091234922409, + 0.041509781032800674, + 0.07382028549909592, + 0.09841489791870117, + 0.08432108908891678, + 0.18261782824993134, + 0.12068665027618408, + 0.15340881049633026 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.008643240667879581 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074034497141838 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.011074034497141838, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074034497141838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12164552509784698, + 0.05100341886281967, + 0.03433044254779816, + 0.019756823778152466, + 0.11866970360279083, + 0.08722509443759918, + 0.0692400112748146, + 0.06082015857100487, + 0.10231035947799683, + 0.3349984288215637 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.011074034497141838 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme low-angle shot, almost touching the ground, slowly advances as a bizarre plant grows, capturing every detail as it perseveres through a deep crack in the dusty concrete ruins. The flat stems of this metallic plant, the \"Prickly Pear\" (Prickly Pear), are not fleshy but composed of sharp-edged, gunmetal-colored metal. Their surface gleams with an iridescent, oily sheen under the cool, diffused daylight. As the camera pans forward at an almost imperceptible pace, new segments slowly extend and unfurl from the tips of the previous ones in an unnatural, mechanical fashion. Each growth is accompanied by a tiny tremor, pushing aside the surrounding rubble and dust. At the joints where the segments meet, a faint, warning crimson light pulses rhythmically, tinting the surrounding rubble and dust with an ominous hue: this is its silent warning cry. The entire scene is painted in a cold, charcoal grey and rusty brown tones, with the only bright colour being the pulsating red light. Together, they create a heavy, depressing dystopian sci-fi atmosphere where a bizarre and tenacious life form is quietly rising after the apocalypse.", + "seed": 28846, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000164/group_7/index_4340_seed_28846_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10264998227357865, + "vlm_logprob": -0.10264998227357865, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.10264998227357865, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4384905993938446 + ], + "opposite_logprob_tokens": [ + -1.063490629196167 + ], + "logprob_reward": -0.4384905993938446, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4384905993938446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3117477595806122, + 0.04682607203722, + 0.08044519275426865, + 0.05478964373469353, + 0.04095127806067467, + 0.10222939401865005, + 0.10222237557172775, + 0.1065395325422287, + 0.06391778588294983, + 0.09033093601465225 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.4384905993938446 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018211768940091133 + ], + "opposite_logprob_tokens": [ + -4.018211841583252 + ], + "logprob_reward": -0.018211768940091133, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018211768940091133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23259693384170532, + 0.02541663683950901, + 0.02177106961607933, + 0.030873805284500122, + 0.04304271191358566, + 0.08183208107948303, + 0.02561270259320736, + 0.19816578924655914, + 0.11659757792949677, + 0.22409072518348694 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.018211768940091133 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420799270272255 + ], + "opposite_logprob_tokens": [ + -4.26420783996582 + ], + "logprob_reward": -0.01420799270272255, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420799270272255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2042960226535797, + 0.01734570972621441, + 0.031810615211725235, + 0.011868451721966267, + 0.058109086006879807, + 0.02812718227505684, + 0.028721090406179428, + 0.3854237198829651, + 0.07341200113296509, + 0.16088618338108063 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.01420799270272255 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547360733151436 + ], + "opposite_logprob_tokens": [ + -4.387547492980957 + ], + "logprob_reward": -0.012547360733151436, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547360733151436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1804925948381424, + 0.05389142036437988, + 0.03443364053964615, + 0.05355832353234291, + 0.039808452129364014, + 0.06107443571090698, + 0.07589299231767654, + 0.21992717683315277, + 0.07885211706161499, + 0.20206888020038605 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.012547360733151436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at an extreme low angle, almost touching the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a metallic plant with flat, sharp-edged stems resembling a 'Prickly Pear'?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the plant have a gunmetal color with an iridescent, oily sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do new segments of the plant extend and unfurl from the tips in a mechanical fashion accompanied by tiny tremors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a faint crimson light pulsing rhythmically at the joints of the plant segments?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029792189598083496 + ], + "opposite_logprob_tokens": [ + -3.529792308807373 + ], + "logprob_reward": -0.029792189598083496, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029792189598083496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18854881823062897, + 0.01493842527270317, + 0.009711225517094135, + 0.010927489958703518, + 0.008336666971445084, + 0.00912198331207037, + 0.007793156895786524, + 0.02782997488975525, + 0.1373145878314972, + 0.5854776501655579 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.029792189598083496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_0/index_tensor([9409, 9409])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_0/index_tensor([9409, 9409])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8798927054e512642ef568d5a38e3ea848e92aef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_0/index_tensor([9409, 9409])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "smooth, 360-degree, medium-length shot, viewed from a slightly upward angle, captures a snowman constructed from three perfectly spherical snowballs, each shimmering with icy shimmer. Standing quietly on a patch of thick, untrodden snow, it features two smooth black pebbles as its deep eyes, a small, vibrant carrot as its nose, and a row of curving twigs artfully framing its everlasting smile. A bright red wool scarf, loosely tied around its neck, offers the only hint of warmth in the chilly frame. Beneath a blanket of fluffy snowflakes, slowly falling from a gray sky, the snowman gracefully rotates on its own, steady and deliberate, causing the end of its scarf to drift gently through the air. As the camera pans at a steady pace, the falling snow forms a dynamic, shimmering curtain around it, some flakes gently landing on its carrot nose and bright red scarf before melting. The blurred evergreen pine forest in the distance is covered with white snow. Under the soft diffuse light, the whole scene presents an extreme tranquility and purity, creating a winter atmosphere as if time has stopped and full of dreamy magic.", + "seed": 10560, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_0/index_9409_seed_10560_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16768835186958314, + "vlm_logprob": -0.16768835186958314, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.16768835186958314, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5810122489929199 + ], + "opposite_logprob_tokens": [ + -0.8310122489929199 + ], + "logprob_reward": -0.5810122489929199, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5810122489929199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31153613328933716, + 0.07017399370670319, + 0.061958570033311844, + 0.04503154009580612, + 0.08503584563732147, + 0.06811054795980453, + 0.20286652445793152, + 0.08291349560022354, + 0.018648730590939522, + 0.053724613040685654 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.5810122489929199 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026389503851532936 + ], + "opposite_logprob_tokens": [ + -3.6513895988464355 + ], + "logprob_reward": -0.026389503851532936, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026389503851532936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11396162956953049, + 0.09255737066268921, + 0.08156993240118027, + 0.10042033344507217, + 0.071294866502285, + 0.07461469620466232, + 0.2377176284790039, + 0.06688916683197021, + 0.07085712999105453, + 0.09011725336313248 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.026389503851532936 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640522137284279 + ], + "opposite_logprob_tokens": [ + -4.758640289306641 + ], + "logprob_reward": -0.008640522137284279, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640522137284279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25427669286727905, + 0.09359361231327057, + 0.07875094562768936, + 0.0740552693605423, + 0.07468820363283157, + 0.10514786839485168, + 0.0815286859869957, + 0.08395104110240936, + 0.09403263032436371, + 0.059975046664476395 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.008640522137284279 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062058594077825546 + ], + "opposite_logprob_tokens": [ + -2.812058687210083 + ], + "logprob_reward": -0.062058594077825546, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062058594077825546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1751348078250885, + 0.07533286511898041, + 0.06468358635902405, + 0.062323231250047684, + 0.08410011976957321, + 0.12367494404315948, + 0.23794779181480408, + 0.07159607857465744, + 0.04697698727250099, + 0.058229561895132065 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.062058594077825546 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034089028835297 + ], + "opposite_logprob_tokens": [ + -1.9103409051895142 + ], + "logprob_reward": -0.16034089028835297, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034089028835297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11085163801908493, + 0.07954474538564682, + 0.16798357665538788, + 0.052457623183727264, + 0.06750473380088806, + 0.08608879148960114, + 0.22888536751270294, + 0.0807698667049408, + 0.04107874259352684, + 0.08483488112688065 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.16034089028835297 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, 360-degree, medium-length shot, viewed from a slightly upward angle, captures a snowman constructed from three perfectly spherical snowballs, each shimmering with icy shimmer. Standing quietly on a patch of thick, untrodden snow, it features two smooth black pebbles as its deep eyes, a small, vibrant carrot as its nose, and a row of curving twigs artfully framing its everlasting smile. A bright red wool scarf, loosely tied around its neck, offers the only hint of warmth in the chilly frame. Beneath a blanket of fluffy snowflakes, slowly falling from a gray sky, the snowman gracefully rotates on its own, steady and deliberate, causing the end of its scarf to drift gently through the air. As the camera pans at a steady pace, the falling snow forms a dynamic, shimmering curtain around it, some flakes gently landing on its carrot nose and bright red scarf before melting. The blurred evergreen pine forest in the distance is covered with white snow. Under the soft diffuse light, the whole scene presents an extreme tranquility and purity, creating a winter atmosphere as if time has stopped and full of dreamy magic.", + "seed": 10561, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_0/index_9409_seed_10561_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11399894990026951, + "vlm_logprob": -0.11399894990026951, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.11399894990026951, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2840890884399414 + ], + "opposite_logprob_tokens": [ + -1.4090890884399414 + ], + "logprob_reward": -0.2840890884399414, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2840890884399414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05722304433584213, + 0.04109988361597061, + 0.022291814908385277, + 0.176511749625206, + 0.019485753029584885, + 0.019440243020653725, + 0.028055792674422264, + 0.03348275274038315, + 0.050315067172050476, + 0.5520939230918884 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.2840890884399414 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0182164516299963 + ], + "opposite_logprob_tokens": [ + -4.018216609954834 + ], + "logprob_reward": -0.0182164516299963, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0182164516299963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09055539965629578, + 0.050000179558992386, + 0.04918961599469185, + 0.23156344890594482, + 0.03370444476604462, + 0.01934775896370411, + 0.051892463117837906, + 0.2820221185684204, + 0.08792740851640701, + 0.10379717499017715 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.0182164516299963 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097875207662582 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004097875207662582, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097875207662582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052612725645303726, + 0.037863388657569885, + 0.02831359952688217, + 0.10392176359891891, + 0.022212155163288116, + 0.022537395358085632, + 0.044233571738004684, + 0.05766742303967476, + 0.1028047502040863, + 0.5278331637382507 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.004097875207662582 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205500662326813 + ], + "opposite_logprob_tokens": [ + -2.8120551109313965 + ], + "logprob_reward": -0.06205500662326813, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205500662326813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051594045013189316, + 0.04866562783718109, + 0.022941777482628822, + 0.3772765100002289, + 0.03455489128828049, + 0.04582550376653671, + 0.04232524707913399, + 0.03830890357494354, + 0.023686040192842484, + 0.3148214519023895 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.06205500662326813 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20153632760047913 + ], + "opposite_logprob_tokens": [ + -1.7015362977981567 + ], + "logprob_reward": -0.20153632760047913, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20153632760047913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04927493631839752, + 0.03474538028240204, + 0.041388653218746185, + 0.40412935614585876, + 0.062306590378284454, + 0.06207646057009697, + 0.035915080457925797, + 0.08421987295150757, + 0.07529684156179428, + 0.15064682066440582 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.20153632760047913 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, 360-degree, medium-length shot, viewed from a slightly upward angle, captures a snowman constructed from three perfectly spherical snowballs, each shimmering with icy shimmer. Standing quietly on a patch of thick, untrodden snow, it features two smooth black pebbles as its deep eyes, a small, vibrant carrot as its nose, and a row of curving twigs artfully framing its everlasting smile. A bright red wool scarf, loosely tied around its neck, offers the only hint of warmth in the chilly frame. Beneath a blanket of fluffy snowflakes, slowly falling from a gray sky, the snowman gracefully rotates on its own, steady and deliberate, causing the end of its scarf to drift gently through the air. As the camera pans at a steady pace, the falling snow forms a dynamic, shimmering curtain around it, some flakes gently landing on its carrot nose and bright red scarf before melting. The blurred evergreen pine forest in the distance is covered with white snow. Under the soft diffuse light, the whole scene presents an extreme tranquility and purity, creating a winter atmosphere as if time has stopped and full of dreamy magic.", + "seed": 10562, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_0/index_9409_seed_10562_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18471257677301764, + "vlm_logprob": -0.18471257677301764, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.18471257677301764, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6363606452941895 + ], + "opposite_logprob_tokens": [ + -0.7613606452941895 + ], + "logprob_reward": -0.6363606452941895, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6363606452941895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10922984778881073, + 0.4742274880409241, + 0.049307432025671005, + 0.047220900654792786, + 0.04220755770802498, + 0.18615902960300446, + 0.02380971610546112, + 0.025413664057850838, + 0.01820952259004116, + 0.024214787408709526 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.6363606452941895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814859315752983 + ], + "opposite_logprob_tokens": [ + -3.2881486415863037 + ], + "logprob_reward": -0.03814859315752983, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814859315752983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1931590437889099, + 0.25811052322387695, + 0.16417741775512695, + 0.09248748421669006, + 0.03155999630689621, + 0.12002889811992645, + 0.02806917205452919, + 0.023068878799676895, + 0.04048526659607887, + 0.048853375017642975 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.03814859315752983 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952488165348768 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952488165348768, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952488165348768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022736158221960068, + 0.8305081725120544, + 0.02655460685491562, + 0.021672843024134636, + 0.010324936360120773, + 0.01869022659957409, + 0.038645125925540924, + 0.010344120673835278, + 0.0072854384779930115, + 0.013238378800451756 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.005952488165348768 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428111046552658 + ], + "opposite_logprob_tokens": [ + -2.0178110599517822 + ], + "logprob_reward": -0.1428111046552658, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428111046552658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07647937536239624, + 0.7578963041305542, + 0.041920192539691925, + 0.017965033650398254, + 0.011754308827221394, + 0.020793359726667404, + 0.014763657003641129, + 0.025163985788822174, + 0.0183681882917881, + 0.014895549975335598 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.1428111046552658 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029005259275436 + ], + "opposite_logprob_tokens": [ + -2.350290060043335 + ], + "logprob_reward": -0.10029005259275436, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029005259275436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08996259421110153, + 0.624426007270813, + 0.05052267387509346, + 0.03574938699603081, + 0.029453394934535027, + 0.06140454113483429, + 0.044699475169181824, + 0.01589948497712612, + 0.017181696370244026, + 0.030700715258717537 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.10029005259275436 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, 360-degree, medium-length shot, viewed from a slightly upward angle, captures a snowman constructed from three perfectly spherical snowballs, each shimmering with icy shimmer. Standing quietly on a patch of thick, untrodden snow, it features two smooth black pebbles as its deep eyes, a small, vibrant carrot as its nose, and a row of curving twigs artfully framing its everlasting smile. A bright red wool scarf, loosely tied around its neck, offers the only hint of warmth in the chilly frame. Beneath a blanket of fluffy snowflakes, slowly falling from a gray sky, the snowman gracefully rotates on its own, steady and deliberate, causing the end of its scarf to drift gently through the air. As the camera pans at a steady pace, the falling snow forms a dynamic, shimmering curtain around it, some flakes gently landing on its carrot nose and bright red scarf before melting. The blurred evergreen pine forest in the distance is covered with white snow. Under the soft diffuse light, the whole scene presents an extreme tranquility and purity, creating a winter atmosphere as if time has stopped and full of dreamy magic.", + "seed": 10563, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_0/index_9409_seed_10563_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.3643000458367169, + "vlm_logprob": -0.3643000458367169, + "vlm_yes_no_margin": 2.0249999880790712, + "vlm_token_credit": -0.3643000458367169, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3156789541244507 + ], + "opposite_logprob_tokens": [ + -0.3156789243221283 + ], + "logprob_reward": -1.3156789541244507, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3156789541244507, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.25127583742141724, + 0.039911750704050064, + 0.04368402436375618, + 0.39609166979789734, + 0.08764763921499252, + 0.05753784999251366, + 0.01883467100560665, + 0.008542973548173904, + 0.014700517989695072, + 0.08177302777767181 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -1.3156789541244507 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062140822410583496 + ], + "opposite_logprob_tokens": [ + -2.812140941619873 + ], + "logprob_reward": -0.062140822410583496, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062140822410583496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17528682947158813, + 0.029217028990387917, + 0.05329221114516258, + 0.24333038926124573, + 0.07220520079135895, + 0.03917957842350006, + 0.02304515242576599, + 0.013290153816342354, + 0.015283472836017609, + 0.3358699679374695 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.062140822410583496 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595770264044404 + ], + "opposite_logprob_tokens": [ + -5.13095760345459 + ], + "logprob_reward": -0.00595770264044404, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595770264044404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21507734060287476, + 0.07132584601640701, + 0.07498732209205627, + 0.25815919041633606, + 0.074213907122612, + 0.025140509009361267, + 0.03337040916085243, + 0.030271386727690697, + 0.03671912103891373, + 0.18073491752147675 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.00595770264044404 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907795697450638 + ], + "opposite_logprob_tokens": [ + -2.464077949523926 + ], + "logprob_reward": -0.08907795697450638, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907795697450638, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12148153781890869, + 0.08090831339359283, + 0.06800121814012527, + 0.15764079988002777, + 0.02901841513812542, + 0.03602971136569977, + 0.054116372019052505, + 0.08107995241880417, + 0.25704407691955566, + 0.11467967927455902 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.08907795697450638 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a snowman constructed from three perfectly spherical snowballs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the snowman feature two smooth black pebbles as eyes, a small vibrant carrot nose, and a row of curving twigs for a smile?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a bright red wool scarf loosely tied around the snowman's neck?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the snowman rotate on its own while snowflakes fall and land on its nose and scarf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan at a steady pace while the snowman rotates?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34864479303359985 + ], + "opposite_logprob_tokens": [ + -1.223644733428955 + ], + "logprob_reward": -0.34864479303359985, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.34864479303359985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06914644688367844, + 0.06986916065216064, + 0.05079108849167824, + 0.06098707765340805, + 0.030351238325238228, + 0.0454886294901371, + 0.036684177815914154, + 0.06213724613189697, + 0.16395097970962524, + 0.4105938971042633 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.34864479303359985 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_1/index_tensor([2512, 2512])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_1/index_tensor([2512, 2512])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..36ebf112c8c38299f68f588791261189f1676c99 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_1/index_tensor([2512, 2512])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a dynamic low-angle perspective, the camera begins a steady forward motion, gliding across a windswept clifftop toward a massive, ancient stone archway. Constructed of massive, rough-hewn blocks of gray granite, the archway's surface is a detailed tapestry of weathered textures; the rock is riddled with deep fissures, covered in vibrant green mosses and pale lichens clinging to its shadowed sides, as well as dark water stains left by centuries of rain. As the camera enters the archway's dark threshold, it performs a dramatic and rapid 360-degree barrel roll, initiating a dizzying spin. The view dissolves into a streaking, disorienting blur, seamlessly blending the rough, dark textures of the archway's interior with the bright, chaotic sky above—a canvas of bruised purple storm clouds, penetrated by the golden light of afternoon sunlight. This swirling motion creates a visceral, high-energy effect, capturing the scene's primal power and evoking the sensation of passing through a momentous, ancient portal. The overall atmosphere is epic and awe-inspiring, imbued with the dramatic tension of the roiling sky and the profound silence of the ancient stone.", + "seed": 15132, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_1/index_2512_seed_15132_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12705440642312169, + "vlm_logprob": -0.12705440642312169, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.12705440642312169, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05108685791492462 + ], + "opposite_logprob_tokens": [ + -3.051086902618408 + ], + "logprob_reward": -0.05108685791492462, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05108685791492462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3209560811519623, + 0.06688475608825684, + 0.06316033750772476, + 0.11996348947286606, + 0.19270379841327667, + 0.034474555402994156, + 0.023139117285609245, + 0.01903923787176609, + 0.036067791283130646, + 0.12361086159944534 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.05108685791492462 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156896114349365 + ], + "opposite_logprob_tokens": [ + -1.7015689611434937 + ], + "logprob_reward": -0.20156896114349365, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156896114349365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2641583979129791, + 0.12673988938331604, + 0.12694323062896729, + 0.08627162128686905, + 0.10545956343412399, + 0.0769406110048294, + 0.05358703061938286, + 0.059954576194286346, + 0.04350186511874199, + 0.056443214416503906 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.20156896114349365 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353510096669197 + ], + "opposite_logprob_tokens": [ + -3.651353597640991 + ], + "logprob_reward": -0.026353510096669197, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353510096669197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32785576581954956, + 0.06915626674890518, + 0.055790308862924576, + 0.053510308265686035, + 0.07811127603054047, + 0.2484385222196579, + 0.02118408866226673, + 0.04726070910692215, + 0.024537578225135803, + 0.07415513694286346 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.026353510096669197 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486320972442627 + ], + "opposite_logprob_tokens": [ + -1.2236320972442627 + ], + "logprob_reward": -0.3486320972442627, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486320972442627, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2333776354789734, + 0.058626994490623474, + 0.045706383883953094, + 0.057920437306165695, + 0.08650246262550354, + 0.07149501889944077, + 0.04293713718652725, + 0.07468032091856003, + 0.06988972425460815, + 0.2588639557361603 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.3486320972442627 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630605716258287 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.007630605716258287, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630605716258287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38363900780677795, + 0.06881923228502274, + 0.07531392574310303, + 0.06933678686618805, + 0.07555782794952393, + 0.08360383659601212, + 0.04642954841256142, + 0.059720735996961594, + 0.031086577102541924, + 0.10649248212575912 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.007630605716258287 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a dynamic low-angle perspective, the camera begins a steady forward motion, gliding across a windswept clifftop toward a massive, ancient stone archway. Constructed of massive, rough-hewn blocks of gray granite, the archway's surface is a detailed tapestry of weathered textures; the rock is riddled with deep fissures, covered in vibrant green mosses and pale lichens clinging to its shadowed sides, as well as dark water stains left by centuries of rain. As the camera enters the archway's dark threshold, it performs a dramatic and rapid 360-degree barrel roll, initiating a dizzying spin. The view dissolves into a streaking, disorienting blur, seamlessly blending the rough, dark textures of the archway's interior with the bright, chaotic sky above—a canvas of bruised purple storm clouds, penetrated by the golden light of afternoon sunlight. This swirling motion creates a visceral, high-energy effect, capturing the scene's primal power and evoking the sensation of passing through a momentous, ancient portal. The overall atmosphere is epic and awe-inspiring, imbued with the dramatic tension of the roiling sky and the profound silence of the ancient stone.", + "seed": 15133, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_1/index_2512_seed_15133_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1907281782478094, + "vlm_logprob": -0.1907281782478094, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.1907281782478094, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09085661172866821 + ], + "opposite_logprob_tokens": [ + -2.4658565521240234 + ], + "logprob_reward": -0.09085661172866821, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09085661172866821, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15437862277030945, + 0.07814980298280716, + 0.045446645468473434, + 0.0934295579791069, + 0.3655339181423187, + 0.11569258570671082, + 0.04599055275321007, + 0.024771852418780327, + 0.03222396969795227, + 0.04438246786594391 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.09085661172866821 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577638626098633 + ], + "opposite_logprob_tokens": [ + -0.6327638626098633 + ], + "logprob_reward": -0.7577638626098633, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577638626098633, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07806273549795151, + 0.2868461012840271, + 0.039151277393102646, + 0.03875693306326866, + 0.2948998808860779, + 0.08123873174190521, + 0.04368841275572777, + 0.03273725509643555, + 0.067205511033535, + 0.0374130979180336 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.7577638626098633 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648913353681564 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648913353681564, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648913353681564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09540294110774994, + 0.35777944326400757, + 0.07128755748271942, + 0.0363130196928978, + 0.16216535866260529, + 0.04148617386817932, + 0.08079725503921509, + 0.02889295667409897, + 0.09342405200004578, + 0.032451268285512924 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.008648913353681564 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002414762973785 + ], + "opposite_logprob_tokens": [ + -2.695024251937866 + ], + "logprob_reward": -0.07002414762973785, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002414762973785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06814606487751007, + 0.2137410044670105, + 0.03916057199239731, + 0.035339511930942535, + 0.35591986775398254, + 0.12063050270080566, + 0.042380549013614655, + 0.019299227744340897, + 0.059225358068943024, + 0.04615730419754982 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.07002414762973785 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347355917096138 + ], + "opposite_logprob_tokens": [ + -3.6513473987579346 + ], + "logprob_reward": -0.026347355917096138, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347355917096138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06608838587999344, + 0.14231537282466888, + 0.05291156470775604, + 0.2921585440635681, + 0.24353978037834167, + 0.02947051078081131, + 0.04697161912918091, + 0.029718680307269096, + 0.058812111616134644, + 0.03801339119672775 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.026347355917096138 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a dynamic low-angle perspective, the camera begins a steady forward motion, gliding across a windswept clifftop toward a massive, ancient stone archway. Constructed of massive, rough-hewn blocks of gray granite, the archway's surface is a detailed tapestry of weathered textures; the rock is riddled with deep fissures, covered in vibrant green mosses and pale lichens clinging to its shadowed sides, as well as dark water stains left by centuries of rain. As the camera enters the archway's dark threshold, it performs a dramatic and rapid 360-degree barrel roll, initiating a dizzying spin. The view dissolves into a streaking, disorienting blur, seamlessly blending the rough, dark textures of the archway's interior with the bright, chaotic sky above—a canvas of bruised purple storm clouds, penetrated by the golden light of afternoon sunlight. This swirling motion creates a visceral, high-energy effect, capturing the scene's primal power and evoking the sensation of passing through a momentous, ancient portal. The overall atmosphere is epic and awe-inspiring, imbued with the dramatic tension of the roiling sky and the profound silence of the ancient stone.", + "seed": 15134, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_1/index_2512_seed_15134_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1505164958536625, + "vlm_logprob": -0.1505164958536625, + "vlm_yes_no_margin": 2.3, + "vlm_token_credit": -0.1505164958536625, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.254792720079422 + ], + "opposite_logprob_tokens": [ + -1.5047926902770996 + ], + "logprob_reward": -0.254792720079422, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.254792720079422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22680383920669556, + 0.5662387609481812, + 0.02546357363462448, + 0.018219945952296257, + 0.03705170378088951, + 0.05572376400232315, + 0.008096209727227688, + 0.02576429210603237, + 0.02407265082001686, + 0.012565253302454948 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.254792720079422 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255922555923462 + ], + "opposite_logprob_tokens": [ + -1.6005922555923462 + ], + "logprob_reward": -0.2255922555923462, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255922555923462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14519129693508148, + 0.41303715109825134, + 0.039480146020650864, + 0.020518658682703972, + 0.10063561052083969, + 0.06058323010802269, + 0.044114042073488235, + 0.07843895256519318, + 0.027103114873170853, + 0.07089775055646896 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.2255922555923462 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330542728304863 + ], + "opposite_logprob_tokens": [ + -3.7733054161071777 + ], + "logprob_reward": -0.02330542728304863, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330542728304863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1729920357465744, + 0.5354613661766052, + 0.03850369155406952, + 0.012870727106928825, + 0.06880209594964981, + 0.03496052697300911, + 0.025592679157853127, + 0.01124434731900692, + 0.05208024010062218, + 0.04749225825071335 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.02330542728304863 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255985289812088 + ], + "opposite_logprob_tokens": [ + -1.6005985736846924 + ], + "logprob_reward": -0.2255985289812088, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255985289812088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059521209448575974, + 0.5992617607116699, + 0.02478058822453022, + 0.018450122326612473, + 0.05000867694616318, + 0.07162103056907654, + 0.018712829798460007, + 0.07807427644729614, + 0.055494554340839386, + 0.02407495677471161 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.2255985289812088 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023293547332286835 + ], + "opposite_logprob_tokens": [ + -3.7732934951782227 + ], + "logprob_reward": -0.023293547332286835, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023293547332286835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07430523633956909, + 0.44458696246147156, + 0.01890728995203972, + 0.02279937081038952, + 0.060340166091918945, + 0.10069925338029861, + 0.029386276379227638, + 0.06103835254907608, + 0.1269776076078415, + 0.060959503054618835 + ], + "top_frames": [ + 1, + 8, + 5 + ], + "selected_reward": -0.023293547332286835 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a dynamic low-angle perspective, the camera begins a steady forward motion, gliding across a windswept clifftop toward a massive, ancient stone archway. Constructed of massive, rough-hewn blocks of gray granite, the archway's surface is a detailed tapestry of weathered textures; the rock is riddled with deep fissures, covered in vibrant green mosses and pale lichens clinging to its shadowed sides, as well as dark water stains left by centuries of rain. As the camera enters the archway's dark threshold, it performs a dramatic and rapid 360-degree barrel roll, initiating a dizzying spin. The view dissolves into a streaking, disorienting blur, seamlessly blending the rough, dark textures of the archway's interior with the bright, chaotic sky above—a canvas of bruised purple storm clouds, penetrated by the golden light of afternoon sunlight. This swirling motion creates a visceral, high-energy effect, capturing the scene's primal power and evoking the sensation of passing through a momentous, ancient portal. The overall atmosphere is epic and awe-inspiring, imbued with the dramatic tension of the roiling sky and the profound silence of the ancient stone.", + "seed": 15135, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_1/index_2512_seed_15135_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06321929767727852, + "vlm_logprob": -0.06321929767727852, + "vlm_yes_no_margin": 3.299999976158142, + "vlm_token_credit": -0.06321929767727852, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03382937237620354 + ], + "opposite_logprob_tokens": [ + -3.5338294506073 + ], + "logprob_reward": -0.03382937237620354, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03382937237620354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1991933435201645, + 0.08316163718700409, + 0.10083308815956116, + 0.1258268803358078, + 0.0675356537103653, + 0.08729484677314758, + 0.053514350205659866, + 0.10443880409002304, + 0.09499499946832657, + 0.08320639282464981 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.03382937237620354 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294618993997574 + ], + "opposite_logprob_tokens": [ + -2.2379462718963623 + ], + "logprob_reward": -0.11294618993997574, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294618993997574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2917937636375427, + 0.07449159026145935, + 0.16067828238010406, + 0.08806920051574707, + 0.0475897379219532, + 0.12263329327106476, + 0.07111427187919617, + 0.06348159909248352, + 0.048583488911390305, + 0.03156479820609093 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.11294618993997574 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058335766196251 + ], + "opposite_logprob_tokens": [ + -3.895583391189575 + ], + "logprob_reward": -0.02058335766196251, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058335766196251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22261112928390503, + 0.08427749574184418, + 0.12680329382419586, + 0.09262469410896301, + 0.0418812558054924, + 0.19242505729198456, + 0.08263324946165085, + 0.05231936648488045, + 0.06989928334951401, + 0.03452518582344055 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.02058335766196251 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279136061668396 + ], + "opposite_logprob_tokens": [ + -2.017791271209717 + ], + "logprob_reward": -0.14279136061668396, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14279136061668396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12270800769329071, + 0.08195560425519943, + 0.03204040974378586, + 0.058149516582489014, + 0.06448536366224289, + 0.06730843335390091, + 0.11562009155750275, + 0.046647146344184875, + 0.3768870234489441, + 0.03419835492968559 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.14279136061668396 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video begin with a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera perform a steady forward motion gliding across a windswept clifftop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive ancient stone archway constructed of gray granite visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a rapid 360-degree barrel roll as it enters the archway?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sky visible as a canvas of bruised purple storm clouds with golden afternoon sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005946207791566849 + ], + "opposite_logprob_tokens": [ + -5.130946159362793 + ], + "logprob_reward": -0.005946207791566849, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005946207791566849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17783555388450623, + 0.1136670708656311, + 0.08700859546661377, + 0.08926932513713837, + 0.03476734831929207, + 0.12460574507713318, + 0.1170160099864006, + 0.12851770222187042, + 0.065208800137043, + 0.06210389360785484 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.005946207791566849 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_10/index_tensor([2600, 2600])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_10/index_tensor([2600, 2600])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b503680f22bcae2d82f255bf8dacad272ca291c1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_10/index_tensor([2600, 2600])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "smooth, slightly tilted panning shot slowly pans from left to right across a vast stage clad in dark, polished wood. Towering, geometric, gilded Art Deco props stand on either side. A bright, sharp-edged spotlight follows the camera's movement, first illuminating a group of performers clad in dazzling, skin-tight costumes of silver and gold sequins, the sequins reflecting off the light in countless tiny shimmers. Their mouths open, they sing in perfect harmony, their faces brimming with vibrant, dramatic expressions. As the camera pans further, focus shifts to a row of robotic dancers behind them, clad in sleek, cool-gleaming chrome and geometrically shaped bodies. With millisecond-perfect synchronization, they tap-dance in unison, their metal feet striking the wooden stage with powerful, crisp clicks, creating a precise, rhythmic sound. Thick stage smoke slowly rises from the floor, wrapping around their moving legs like a ghost and curling upwards, forming a hazy halo around the electric blue LED eyes on their heads, creating a dazzling and spectacular atmosphere that blends retro glamour with futurism.", + "seed": 29372, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_10/index_2600_seed_29372_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0992879431694746, + "vlm_logprob": -0.0992879431694746, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.0992879431694746, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04211670160293579 + ], + "opposite_logprob_tokens": [ + -3.292116641998291 + ], + "logprob_reward": -0.04211670160293579, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04211670160293579, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16647867858409882, + 0.0736851841211319, + 0.11590828746557236, + 0.10629414767026901, + 0.12188500165939331, + 0.10583634674549103, + 0.056074418127536774, + 0.05738363042473793, + 0.10300596058368683, + 0.09344831854104996 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.04211670160293579 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020611269399523735 + ], + "opposite_logprob_tokens": [ + -3.89561128616333 + ], + "logprob_reward": -0.020611269399523735, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020611269399523735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28260037302970886, + 0.11022685468196869, + 0.1336689293384552, + 0.053676266223192215, + 0.06416820734739304, + 0.07577324658632278, + 0.048428475856781006, + 0.08335936069488525, + 0.05384331941604614, + 0.09425495564937592 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.020611269399523735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603797823190689 + ], + "opposite_logprob_tokens": [ + -1.9103797674179077 + ], + "logprob_reward": -0.1603797823190689, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603797823190689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1595609039068222, + 0.08108727633953094, + 0.11170149594545364, + 0.10708338767290115, + 0.07507771253585815, + 0.10363371670246124, + 0.08905007690191269, + 0.11148753017187119, + 0.0723026841878891, + 0.0890151709318161 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.1603797823190689 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129462942481041 + ], + "opposite_logprob_tokens": [ + -2.2379462718963623 + ], + "logprob_reward": -0.1129462942481041, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129462942481041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11565803736448288, + 0.06484232097864151, + 0.10678371042013168, + 0.12108995020389557, + 0.04833301529288292, + 0.1309860348701477, + 0.049339961260557175, + 0.1557251214981079, + 0.028697296977043152, + 0.1785445213317871 + ], + "top_frames": [ + 9, + 7, + 5 + ], + "selected_reward": -0.1129462942481041 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038566827774048 + ], + "opposite_logprob_tokens": [ + -1.9103856086730957 + ], + "logprob_reward": -0.16038566827774048, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038566827774048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06205795332789421, + 0.07818473875522614, + 0.08645966649055481, + 0.10820275545120239, + 0.16403773427009583, + 0.09418204426765442, + 0.07593665271997452, + 0.1946713924407959, + 0.08652044832706451, + 0.04974662885069847 + ], + "top_frames": [ + 7, + 4, + 3 + ], + "selected_reward": -0.16038566827774048 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, slightly tilted panning shot slowly pans from left to right across a vast stage clad in dark, polished wood. Towering, geometric, gilded Art Deco props stand on either side. A bright, sharp-edged spotlight follows the camera's movement, first illuminating a group of performers clad in dazzling, skin-tight costumes of silver and gold sequins, the sequins reflecting off the light in countless tiny shimmers. Their mouths open, they sing in perfect harmony, their faces brimming with vibrant, dramatic expressions. As the camera pans further, focus shifts to a row of robotic dancers behind them, clad in sleek, cool-gleaming chrome and geometrically shaped bodies. With millisecond-perfect synchronization, they tap-dance in unison, their metal feet striking the wooden stage with powerful, crisp clicks, creating a precise, rhythmic sound. Thick stage smoke slowly rises from the floor, wrapping around their moving legs like a ghost and curling upwards, forming a hazy halo around the electric blue LED eyes on their heads, creating a dazzling and spectacular atmosphere that blends retro glamour with futurism.", + "seed": 29373, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_10/index_2600_seed_29373_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17153354361653328, + "vlm_logprob": -0.17153354361653328, + "vlm_yes_no_margin": 2.175, + "vlm_token_credit": -0.17153354361653328, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05683855712413788 + ], + "opposite_logprob_tokens": [ + -2.9318385124206543 + ], + "logprob_reward": -0.05683855712413788, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05683855712413788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0693155825138092, + 0.05555315315723419, + 0.056757982820272446, + 0.09561938047409058, + 0.1028059870004654, + 0.09081762284040451, + 0.4129636883735657, + 0.03682539984583855, + 0.029302718117833138, + 0.05003849416971207 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.05683855712413788 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012561369687318802 + ], + "opposite_logprob_tokens": [ + -4.387561321258545 + ], + "logprob_reward": -0.012561369687318802, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012561369687318802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.171942800283432, + 0.15177910029888153, + 0.12830029428005219, + 0.11646512895822525, + 0.11781356483697891, + 0.06687851995229721, + 0.1325216293334961, + 0.03606574609875679, + 0.03419630602002144, + 0.04403694346547127 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.012561369687318802 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813373804092407 + ], + "opposite_logprob_tokens": [ + -1.4063373804092407 + ], + "logprob_reward": -0.2813373804092407, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813373804092407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12906014919281006, + 0.06212529167532921, + 0.11416968703269958, + 0.08031018078327179, + 0.2981094717979431, + 0.09146319329738617, + 0.07971880584955215, + 0.038051944226026535, + 0.02503347210586071, + 0.08195779472589493 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.2813373804092407 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557684779167175 + ], + "opposite_logprob_tokens": [ + -1.6005768775939941 + ], + "logprob_reward": -0.22557684779167175, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557684779167175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10517044365406036, + 0.0587654747068882, + 0.03509070351719856, + 0.056556470692157745, + 0.2151264101266861, + 0.04260003939270973, + 0.32051703333854675, + 0.07383107393980026, + 0.03566371276974678, + 0.056678615510463715 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.22557684779167175 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28135356307029724 + ], + "opposite_logprob_tokens": [ + -1.4063535928726196 + ], + "logprob_reward": -0.28135356307029724, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28135356307029724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20557916164398193, + 0.05570034310221672, + 0.05042336881160736, + 0.06502698361873627, + 0.13443045318126678, + 0.09035106748342514, + 0.23697440326213837, + 0.04370156303048134, + 0.05443870648741722, + 0.06337389349937439 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.28135356307029724 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, slightly tilted panning shot slowly pans from left to right across a vast stage clad in dark, polished wood. Towering, geometric, gilded Art Deco props stand on either side. A bright, sharp-edged spotlight follows the camera's movement, first illuminating a group of performers clad in dazzling, skin-tight costumes of silver and gold sequins, the sequins reflecting off the light in countless tiny shimmers. Their mouths open, they sing in perfect harmony, their faces brimming with vibrant, dramatic expressions. As the camera pans further, focus shifts to a row of robotic dancers behind them, clad in sleek, cool-gleaming chrome and geometrically shaped bodies. With millisecond-perfect synchronization, they tap-dance in unison, their metal feet striking the wooden stage with powerful, crisp clicks, creating a precise, rhythmic sound. Thick stage smoke slowly rises from the floor, wrapping around their moving legs like a ghost and curling upwards, forming a hazy halo around the electric blue LED eyes on their heads, creating a dazzling and spectacular atmosphere that blends retro glamour with futurism.", + "seed": 29374, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_10/index_2600_seed_29374_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05844727102667093, + "vlm_logprob": -0.05844727102667093, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.05844727102667093, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024982603266835213 + ], + "opposite_logprob_tokens": [ + -3.7749826908111572 + ], + "logprob_reward": -0.024982603266835213, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024982603266835213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.56287682056427, + 0.04627338424324989, + 0.039039384573698044, + 0.020899539813399315, + 0.08007455617189407, + 0.016452740877866745, + 0.017024744302034378, + 0.16887156665325165, + 0.037516579031944275, + 0.0109707061201334 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.024982603266835213 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556779198348522 + ], + "opposite_logprob_tokens": [ + -4.387556552886963 + ], + "logprob_reward": -0.012556779198348522, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556779198348522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6254019141197205, + 0.04045947268605232, + 0.07192672789096832, + 0.017925726249814034, + 0.05076068267226219, + 0.0289765615016222, + 0.01170063205063343, + 0.10806482285261154, + 0.03164006769657135, + 0.013143404386937618 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.012556779198348522 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866091161966324 + ], + "opposite_logprob_tokens": [ + -3.04866099357605 + ], + "logprob_reward": -0.04866091161966324, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866091161966324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4703175723552704, + 0.03924782574176788, + 0.04105084761977196, + 0.06435173749923706, + 0.08376085758209229, + 0.034670621156692505, + 0.03511759266257286, + 0.05002061650156975, + 0.09262996166944504, + 0.0888323038816452 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.04866091161966324 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897467911243439 + ], + "opposite_logprob_tokens": [ + -2.578974723815918 + ], + "logprob_reward": -0.07897467911243439, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897467911243439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2914370894432068, + 0.012752109207212925, + 0.021002763882279396, + 0.03753719851374626, + 0.16064609587192535, + 0.030502816662192345, + 0.03267250210046768, + 0.33576327562332153, + 0.027677543461322784, + 0.050008565187454224 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.07897467911243439 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270613819360733 + ], + "opposite_logprob_tokens": [ + -2.127061367034912 + ], + "logprob_reward": -0.1270613819360733, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270613819360733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3058057129383087, + 0.016428478062152863, + 0.015907391905784607, + 0.05099445581436157, + 0.15203872323036194, + 0.07286964356899261, + 0.033730000257492065, + 0.054451651871204376, + 0.09945902228355408, + 0.1983148604631424 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.1270613819360733 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "smooth, slightly tilted panning shot slowly pans from left to right across a vast stage clad in dark, polished wood. Towering, geometric, gilded Art Deco props stand on either side. A bright, sharp-edged spotlight follows the camera's movement, first illuminating a group of performers clad in dazzling, skin-tight costumes of silver and gold sequins, the sequins reflecting off the light in countless tiny shimmers. Their mouths open, they sing in perfect harmony, their faces brimming with vibrant, dramatic expressions. As the camera pans further, focus shifts to a row of robotic dancers behind them, clad in sleek, cool-gleaming chrome and geometrically shaped bodies. With millisecond-perfect synchronization, they tap-dance in unison, their metal feet striking the wooden stage with powerful, crisp clicks, creating a precise, rhythmic sound. Thick stage smoke slowly rises from the floor, wrapping around their moving legs like a ghost and curling upwards, forming a hazy halo around the electric blue LED eyes on their heads, creating a dazzling and spectacular atmosphere that blends retro glamour with futurism.", + "seed": 29375, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_10/index_2600_seed_29375_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09228889681398869, + "vlm_logprob": -0.09228889681398869, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.09228889681398869, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02339102327823639 + ], + "opposite_logprob_tokens": [ + -3.898391008377075 + ], + "logprob_reward": -0.02339102327823639, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02339102327823639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12592507898807526, + 0.06417422741651535, + 0.05543280765414238, + 0.1591186374425888, + 0.18728476762771606, + 0.05643897131085396, + 0.14585691690444946, + 0.10650283843278885, + 0.05042485147714615, + 0.04884092137217522 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.02339102327823639 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023310551419854164 + ], + "opposite_logprob_tokens": [ + -3.773310661315918 + ], + "logprob_reward": -0.023310551419854164, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023310551419854164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15011274814605713, + 0.13641133904457092, + 0.054276689887046814, + 0.25280410051345825, + 0.06034621223807335, + 0.08309049904346466, + 0.13110460340976715, + 0.04953010380268097, + 0.04603720083832741, + 0.03628644347190857 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.023310551419854164 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495982617139816 + ], + "opposite_logprob_tokens": [ + -2.929959774017334 + ], + "logprob_reward": -0.05495982617139816, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495982617139816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10729627311229706, + 0.14710000157356262, + 0.048717986792325974, + 0.25639721751213074, + 0.09462815523147583, + 0.07181418687105179, + 0.030091287568211555, + 0.04923073947429657, + 0.1252937763929367, + 0.0694303885102272 + ], + "top_frames": [ + 3, + 1, + 8 + ], + "selected_reward": -0.05495982617139816 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.179883673787117 + ], + "opposite_logprob_tokens": [ + -1.8048837184906006 + ], + "logprob_reward": -0.179883673787117, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.179883673787117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09633991867303848, + 0.09981423616409302, + 0.07773660868406296, + 0.34610679745674133, + 0.04704229533672333, + 0.033141616731882095, + 0.030817760154604912, + 0.025464000180363655, + 0.19338570535182953, + 0.050151094794273376 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.179883673787117 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a smooth, slightly tilted pan from left to right across the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are performers wearing skin-tight costumes made of silver and gold sequins visible in the foreground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are robotic dancers wearing sleek chrome suits with geometrically shaped bodies visible behind the performers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is thick stage smoke rising from the floor and curling upwards around the dancers' legs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the robotic dancers have electric blue LED eyes on their heads?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798994094133377 + ], + "opposite_logprob_tokens": [ + -1.8048994541168213 + ], + "logprob_reward": -0.1798994094133377, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798994094133377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15101738274097443, + 0.057395752519369125, + 0.04877004027366638, + 0.35911595821380615, + 0.08703935146331787, + 0.027635684236884117, + 0.09080895036458969, + 0.05715387314558029, + 0.04480905085802078, + 0.07625392079353333 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.1798994094133377 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_11/index_tensor([8352, 8352])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_11/index_tensor([8352, 8352])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..890ad01d56ec6d62db14541d00fcd55696796535 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_11/index_tensor([8352, 8352])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle crane shot begins its slow, majestic descent from the vaulted, invisible ceiling of a vast underground cavern, initially capturing a profound darkness dotted with seemingly distant, twinkling stars. As the camera gracefully glides downward, it reveals these are not stars but the core of a vast, interconnected network of bioluminescent plants, the entire scene rendered in Studio Ghibli's signature hand-drawn, richly detailed style. Massive, translucent mushroom caps, with soft, gently ribbing at the base, emit a pulsating, ethereal glow of soft turquoise and warm amber. Glowing, thick vines, covered in a fine, moss-like texture, wind across the cave floor and climb the damp rock walls, their surfaces painted with delicate, branching patterns of golden light that pulsate in a slow, rhythmic rhythm. The camera drifts past enormous bell-shaped flowers suspended from the ceiling, their petals glowing from within, and then through a curtain of delicate ferns, which release shimmering, weightless spores into the still, misty air. This living light casts long, soft shadows, defining the vast grottoes, and shimmers across the crystal structures and placid underground river, reflecting the magical display, creating a profound tranquility and a silent, breathtaking atmosphere that captures the quiet beauty of nature in exquisite detail.", + "seed": 14923, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_11/index_8352_seed_14923_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.32347890646196903, + "vlm_logprob": -0.32347890646196903, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.32347890646196903, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4075173139572144 + ], + "opposite_logprob_tokens": [ + -0.28251734375953674 + ], + "logprob_reward": -1.4075173139572144, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4075173139572144, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15878748893737793, + 0.04770340025424957, + 0.08354873210191727, + 0.09007428586483002, + 0.05276278778910637, + 0.04124186933040619, + 0.3707777261734009, + 0.06788099557161331, + 0.03769860044121742, + 0.04952406883239746 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -1.4075173139572144 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039521992206573 + ], + "opposite_logprob_tokens": [ + -1.9103952646255493 + ], + "logprob_reward": -0.16039521992206573, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039521992206573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15567944943904877, + 0.1583225429058075, + 0.18407030403614044, + 0.04499763995409012, + 0.04431905224919319, + 0.08020131289958954, + 0.09476915001869202, + 0.1265789121389389, + 0.03317687660455704, + 0.07788476347923279 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.16039521992206573 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036183618940413 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.0036183618940413, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036183618940413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18356166779994965, + 0.08845403045415878, + 0.07163706421852112, + 0.08780479431152344, + 0.05122419819235802, + 0.05335760861635208, + 0.28098368644714355, + 0.08431700617074966, + 0.035812221467494965, + 0.06284771114587784 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.0036183618940413 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002820563269779086 + ], + "opposite_logprob_tokens": [ + -5.8778204917907715 + ], + "logprob_reward": -0.002820563269779086, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002820563269779086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11979261040687561, + 0.06062966585159302, + 0.05460692197084427, + 0.0627417117357254, + 0.03984247148036957, + 0.07546569406986237, + 0.29798659682273865, + 0.1514456570148468, + 0.03549838438630104, + 0.10199028253555298 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.002820563269779086 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043043073266744614 + ], + "opposite_logprob_tokens": [ + -3.1680431365966797 + ], + "logprob_reward": -0.043043073266744614, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043043073266744614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13508862257003784, + 0.07609730213880539, + 0.07877505570650101, + 0.04947846755385399, + 0.06279785186052322, + 0.18214620649814606, + 0.14009131491184235, + 0.09458362311124802, + 0.023083243519067764, + 0.15785826742649078 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.043043073266744614 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle crane shot begins its slow, majestic descent from the vaulted, invisible ceiling of a vast underground cavern, initially capturing a profound darkness dotted with seemingly distant, twinkling stars. As the camera gracefully glides downward, it reveals these are not stars but the core of a vast, interconnected network of bioluminescent plants, the entire scene rendered in Studio Ghibli's signature hand-drawn, richly detailed style. Massive, translucent mushroom caps, with soft, gently ribbing at the base, emit a pulsating, ethereal glow of soft turquoise and warm amber. Glowing, thick vines, covered in a fine, moss-like texture, wind across the cave floor and climb the damp rock walls, their surfaces painted with delicate, branching patterns of golden light that pulsate in a slow, rhythmic rhythm. The camera drifts past enormous bell-shaped flowers suspended from the ceiling, their petals glowing from within, and then through a curtain of delicate ferns, which release shimmering, weightless spores into the still, misty air. This living light casts long, soft shadows, defining the vast grottoes, and shimmers across the crystal structures and placid underground river, reflecting the magical display, creating a profound tranquility and a silent, breathtaking atmosphere that captures the quiet beauty of nature in exquisite detail.", + "seed": 14924, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_11/index_8352_seed_14924_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11555647638160735, + "vlm_logprob": -0.11555647638160735, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.11555647638160735, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20345726609230042 + ], + "opposite_logprob_tokens": [ + -1.703457236289978 + ], + "logprob_reward": -0.20345726609230042, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20345726609230042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3186200261116028, + 0.1553138792514801, + 0.12471006065607071, + 0.05920538306236267, + 0.07760132104158401, + 0.03279956430196762, + 0.05688811093568802, + 0.11151887476444244, + 0.04253098741173744, + 0.020811738446354866 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.20345726609230042 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34862327575683594 + ], + "opposite_logprob_tokens": [ + -1.223623275756836 + ], + "logprob_reward": -0.34862327575683594, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34862327575683594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44890347123146057, + 0.07518178969621658, + 0.09436748176813126, + 0.04608125612139702, + 0.052985455840826035, + 0.056223828345537186, + 0.06756655871868134, + 0.08568111062049866, + 0.050600405782461166, + 0.022408606484532356 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.34862327575683594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007195267826318741 + ], + "opposite_logprob_tokens": [ + -7.2507195472717285 + ], + "logprob_reward": -0.0007195267826318741, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007195267826318741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14031778275966644, + 0.05072307586669922, + 0.08428265899419785, + 0.14988015592098236, + 0.04556761682033539, + 0.04681543633341789, + 0.054006222635507584, + 0.34244972467422485, + 0.03845153748989105, + 0.04750591143965721 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.0007195267826318741 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001712523982860148 + ], + "opposite_logprob_tokens": [ + -6.376712322235107 + ], + "logprob_reward": -0.001712523982860148, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001712523982860148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14519213140010834, + 0.055612560361623764, + 0.20296278595924377, + 0.060004789382219315, + 0.06596588343381882, + 0.03152021765708923, + 0.06291478872299194, + 0.27626293897628784, + 0.041225120425224304, + 0.058338750153779984 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.001712523982860148 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023269789293408394 + ], + "opposite_logprob_tokens": [ + -3.7732698917388916 + ], + "logprob_reward": -0.023269789293408394, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023269789293408394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10386999696493149, + 0.06869091838598251, + 0.20290374755859375, + 0.05213034525513649, + 0.04043107107281685, + 0.14288680255413055, + 0.04023215174674988, + 0.057816021144390106, + 0.06224166601896286, + 0.22879739105701447 + ], + "top_frames": [ + 9, + 2, + 5 + ], + "selected_reward": -0.023269789293408394 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle crane shot begins its slow, majestic descent from the vaulted, invisible ceiling of a vast underground cavern, initially capturing a profound darkness dotted with seemingly distant, twinkling stars. As the camera gracefully glides downward, it reveals these are not stars but the core of a vast, interconnected network of bioluminescent plants, the entire scene rendered in Studio Ghibli's signature hand-drawn, richly detailed style. Massive, translucent mushroom caps, with soft, gently ribbing at the base, emit a pulsating, ethereal glow of soft turquoise and warm amber. Glowing, thick vines, covered in a fine, moss-like texture, wind across the cave floor and climb the damp rock walls, their surfaces painted with delicate, branching patterns of golden light that pulsate in a slow, rhythmic rhythm. The camera drifts past enormous bell-shaped flowers suspended from the ceiling, their petals glowing from within, and then through a curtain of delicate ferns, which release shimmering, weightless spores into the still, misty air. This living light casts long, soft shadows, defining the vast grottoes, and shimmers across the crystal structures and placid underground river, reflecting the magical display, creating a profound tranquility and a silent, breathtaking atmosphere that captures the quiet beauty of nature in exquisite detail.", + "seed": 14925, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_11/index_8352_seed_14925_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1731110089691356, + "vlm_logprob": -0.1731110089691356, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.1731110089691356, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5264840126037598 + ], + "opposite_logprob_tokens": [ + -0.9014840126037598 + ], + "logprob_reward": -0.5264840126037598, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5264840126037598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09378564357757568, + 0.1841406673192978, + 0.28739163279533386, + 0.08773089945316315, + 0.05192238837480545, + 0.04040367528796196, + 0.11975815892219543, + 0.0887906402349472, + 0.029061399400234222, + 0.0170148853212595 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.5264840126037598 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.313445508480072 + ], + "opposite_logprob_tokens": [ + -1.3134455680847168 + ], + "logprob_reward": -0.313445508480072, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.313445508480072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1748674213886261, + 0.12372478097677231, + 0.14995090663433075, + 0.2168191373348236, + 0.04878336191177368, + 0.029082106426358223, + 0.03029785305261612, + 0.13658685982227325, + 0.03776457905769348, + 0.05212292820215225 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.313445508480072 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006384003208950162 + ], + "opposite_logprob_tokens": [ + -7.375638484954834 + ], + "logprob_reward": -0.0006384003208950162, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006384003208950162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15000902116298676, + 0.1286342740058899, + 0.3272433280944824, + 0.07641464471817017, + 0.05650385096669197, + 0.03036174364387989, + 0.11629310250282288, + 0.04951390251517296, + 0.03862632066011429, + 0.026399876922369003 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0006384003208950162 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017141900025308132 + ], + "opposite_logprob_tokens": [ + -6.37671422958374 + ], + "logprob_reward": -0.0017141900025308132, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017141900025308132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1406884640455246, + 0.11061994731426239, + 0.3186432421207428, + 0.09467371553182602, + 0.06019407883286476, + 0.0516422763466835, + 0.0666411966085434, + 0.028140565380454063, + 0.09573055058717728, + 0.03302602842450142 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0017141900025308132 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023272933438420296 + ], + "opposite_logprob_tokens": [ + -3.77327299118042 + ], + "logprob_reward": -0.023272933438420296, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023272933438420296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05708680301904678, + 0.320874959230423, + 0.17364251613616943, + 0.0650356188416481, + 0.12104339897632599, + 0.02388058789074421, + 0.04132629930973053, + 0.07095316052436829, + 0.0657762661576271, + 0.06038038060069084 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.023272933438420296 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle crane shot begins its slow, majestic descent from the vaulted, invisible ceiling of a vast underground cavern, initially capturing a profound darkness dotted with seemingly distant, twinkling stars. As the camera gracefully glides downward, it reveals these are not stars but the core of a vast, interconnected network of bioluminescent plants, the entire scene rendered in Studio Ghibli's signature hand-drawn, richly detailed style. Massive, translucent mushroom caps, with soft, gently ribbing at the base, emit a pulsating, ethereal glow of soft turquoise and warm amber. Glowing, thick vines, covered in a fine, moss-like texture, wind across the cave floor and climb the damp rock walls, their surfaces painted with delicate, branching patterns of golden light that pulsate in a slow, rhythmic rhythm. The camera drifts past enormous bell-shaped flowers suspended from the ceiling, their petals glowing from within, and then through a curtain of delicate ferns, which release shimmering, weightless spores into the still, misty air. This living light casts long, soft shadows, defining the vast grottoes, and shimmers across the crystal structures and placid underground river, reflecting the magical display, creating a profound tranquility and a silent, breathtaking atmosphere that captures the quiet beauty of nature in exquisite detail.", + "seed": 14926, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_11/index_8352_seed_14926_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12877393072703852, + "vlm_logprob": -0.12877393072703852, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.12877393072703852, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31638669967651367 + ], + "opposite_logprob_tokens": [ + -1.3163866996765137 + ], + "logprob_reward": -0.31638669967651367, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31638669967651367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11612248420715332, + 0.03438262268900871, + 0.013231081888079643, + 0.03514920920133591, + 0.028110824525356293, + 0.026717999950051308, + 0.024828990921378136, + 0.41812026500701904, + 0.2454618215560913, + 0.05787469446659088 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.31638669967651367 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.281326562166214 + ], + "opposite_logprob_tokens": [ + -1.4063265323638916 + ], + "logprob_reward": -0.281326562166214, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.281326562166214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22689341008663177, + 0.0823863223195076, + 0.04643550142645836, + 0.10024744272232056, + 0.058939676731824875, + 0.04025033488869667, + 0.14329315721988678, + 0.16478759050369263, + 0.07130839675664902, + 0.06545814126729965 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.281326562166214 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009211826254613698 + ], + "opposite_logprob_tokens": [ + -7.000921249389648 + ], + "logprob_reward": -0.0009211826254613698, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009211826254613698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08497126400470734, + 0.08444692194461823, + 0.13201341032981873, + 0.05011299252510071, + 0.023430323228240013, + 0.037557926028966904, + 0.03518887236714363, + 0.29473772644996643, + 0.1726410984992981, + 0.08489953726530075 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.0009211826254613698 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00219818577170372 + ], + "opposite_logprob_tokens": [ + -6.127198219299316 + ], + "logprob_reward": -0.00219818577170372, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00219818577170372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10327794402837753, + 0.05816261097788811, + 0.1079019233584404, + 0.034677885472774506, + 0.04579657316207886, + 0.05657529458403587, + 0.04677101969718933, + 0.24991768598556519, + 0.19844281673431396, + 0.09847624599933624 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.00219818577170372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a Studio Ghibli hand-drawn animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera start with a high-angle view and descend slowly from the ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are massive translucent mushroom caps with soft ribbing visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the mushrooms and vines emit a pulsating glow of soft turquoise and warm amber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a placid underground river visible reflecting the bioluminescent light?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04303702339529991 + ], + "opposite_logprob_tokens": [ + -3.168036937713623 + ], + "logprob_reward": -0.04303702339529991, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04303702339529991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059905074536800385, + 0.05791822075843811, + 0.048503704369068146, + 0.043886397033929825, + 0.036835815757513046, + 0.04812902212142944, + 0.11945021152496338, + 0.1857542246580124, + 0.1767103374004364, + 0.2229069620370865 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.04303702339529991 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_12/index_tensor([4065, 4065])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_12/index_tensor([4065, 4065])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..451fad52837c5778ea05b16dc2367905dc677ec7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_12/index_tensor([4065, 4065])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "At golden hour, a low-angle, wide-angle lens slowly and steadily zooms in across a vast field where a young boy stands alone. His solitary figure casts a remarkably elongated shadow that stretches far into the golden, swaying grass. The boy, approximately eight years old, has a shock of unkempt, sun-bleached brown hair and wears a simple, worn, off-white linen shirt and plain brown trousers. He stands motionless, his gaze fixed on the horizon, a look of serene wonder on his face, his arms hanging loosely at his sides. As the camera moves in, a magical event unfolds: delicate, vibrant green vines begin to sprout organically from the fabric of his clothes. The shoots gracefully emerge from the seams of his shirt and the weave of his trousers, unfurling in a slow, continuous pattern to reveal tiny new leaves that shimmer in the warm, low-angle sunlight. The scene is bathed in a palette of fiery orange, deep burgundy, and rich earthy browns, creating a warm, dreamy atmosphere imbued with a quiet, impossible magic.", + "seed": 25994, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_12/index_4065_seed_25994_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.026067709270864724, + "vlm_logprob": -0.026067709270864724, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.026067709270864724, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0055576809681952 + ], + "opposite_logprob_tokens": [ + -5.630557537078857 + ], + "logprob_reward": -0.0055576809681952, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0055576809681952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09832178801298141, + 0.017604071646928787, + 0.013171466998755932, + 0.026369506493210793, + 0.3997909128665924, + 0.030735230073332787, + 0.02989298105239868, + 0.051394976675510406, + 0.048569440841674805, + 0.2841495871543884 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.0055576809681952 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549941249191761 + ], + "opposite_logprob_tokens": [ + -2.9299941062927246 + ], + "logprob_reward": -0.0549941249191761, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549941249191761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09324205666780472, + 0.04558507353067398, + 0.02963762916624546, + 0.056168753653764725, + 0.34892377257347107, + 0.07451150566339493, + 0.040951233357191086, + 0.04439469426870346, + 0.026892196387052536, + 0.23969314992427826 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.0549941249191761 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020598305389285088 + ], + "opposite_logprob_tokens": [ + -3.8955984115600586 + ], + "logprob_reward": -0.020598305389285088, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020598305389285088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1277626007795334, + 0.029320547357201576, + 0.02055232785642147, + 0.038654059171676636, + 0.4800448715686798, + 0.030691640451550484, + 0.02229027822613716, + 0.05105597898364067, + 0.042439185082912445, + 0.15718846023082733 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.020598305389285088 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038114283233881 + ], + "opposite_logprob_tokens": [ + -3.288114309310913 + ], + "logprob_reward": -0.038114283233881, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038114283233881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06038646027445793, + 0.023035891354084015, + 0.010852936655282974, + 0.023464245721697807, + 0.034386634826660156, + 0.042731981724500656, + 0.0210323054343462, + 0.04752710461616516, + 0.03784670680761337, + 0.6987357139587402 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.038114283233881 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107415184378624 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.01107415184378624, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107415184378624, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08731089532375336, + 0.015279420651495457, + 0.016395894810557365, + 0.030041763558983803, + 0.5332357287406921, + 0.03263280168175697, + 0.0292324461042881, + 0.05742496997117996, + 0.10116221010684967, + 0.09728384763002396 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.01107415184378624 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "At golden hour, a low-angle, wide-angle lens slowly and steadily zooms in across a vast field where a young boy stands alone. His solitary figure casts a remarkably elongated shadow that stretches far into the golden, swaying grass. The boy, approximately eight years old, has a shock of unkempt, sun-bleached brown hair and wears a simple, worn, off-white linen shirt and plain brown trousers. He stands motionless, his gaze fixed on the horizon, a look of serene wonder on his face, his arms hanging loosely at his sides. As the camera moves in, a magical event unfolds: delicate, vibrant green vines begin to sprout organically from the fabric of his clothes. The shoots gracefully emerge from the seams of his shirt and the weave of his trousers, unfurling in a slow, continuous pattern to reveal tiny new leaves that shimmer in the warm, low-angle sunlight. The scene is bathed in a palette of fiery orange, deep burgundy, and rich earthy browns, creating a warm, dreamy atmosphere imbued with a quiet, impossible magic.", + "seed": 25995, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_12/index_4065_seed_25995_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012945367209613323, + "vlm_logprob": -0.012945367209613323, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.012945367209613323, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003530818037688732 + ], + "opposite_logprob_tokens": [ + -6.128530979156494 + ], + "logprob_reward": -0.003530818037688732, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.003530818037688732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3070990741252899, + 0.19652166962623596, + 0.04194304347038269, + 0.04679104685783386, + 0.06300779432058334, + 0.04562503099441528, + 0.05395763739943504, + 0.045317649841308594, + 0.10485821217298508, + 0.09487883746623993 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.003530818037688732 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038116004317998886 + ], + "opposite_logprob_tokens": [ + -3.288115978240967 + ], + "logprob_reward": -0.038116004317998886, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038116004317998886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22891779243946075, + 0.12009237706661224, + 0.03485671803355217, + 0.04486391320824623, + 0.048163238912820816, + 0.07725320011377335, + 0.07956311106681824, + 0.08924173563718796, + 0.17097745835781097, + 0.10607043653726578 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.038116004317998886 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745543330907822 + ], + "opposite_logprob_tokens": [ + -5.006745338439941 + ], + "logprob_reward": -0.006745543330907822, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745543330907822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16570143401622772, + 0.21125826239585876, + 0.03993682563304901, + 0.04899429529905319, + 0.07505615055561066, + 0.04301513731479645, + 0.06056390330195427, + 0.10327429324388504, + 0.1135154440999031, + 0.13868428766727448 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.006745543330907822 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00526067242026329 + ], + "opposite_logprob_tokens": [ + -5.255260467529297 + ], + "logprob_reward": -0.00526067242026329, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00526067242026329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19413818418979645, + 0.12366084009408951, + 0.03771006315946579, + 0.0384456031024456, + 0.02963859587907791, + 0.034131988883018494, + 0.04853035882115364, + 0.08291763067245483, + 0.1415303647518158, + 0.2692963480949402 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.00526067242026329 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073797941207886 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073797941207886, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073797941207886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19412373006343842, + 0.1717482954263687, + 0.045721881091594696, + 0.04594991356134415, + 0.0410212017595768, + 0.04072663560509682, + 0.05326312780380249, + 0.10177721083164215, + 0.13726721704006195, + 0.16840077936649323 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.011073797941207886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "At golden hour, a low-angle, wide-angle lens slowly and steadily zooms in across a vast field where a young boy stands alone. His solitary figure casts a remarkably elongated shadow that stretches far into the golden, swaying grass. The boy, approximately eight years old, has a shock of unkempt, sun-bleached brown hair and wears a simple, worn, off-white linen shirt and plain brown trousers. He stands motionless, his gaze fixed on the horizon, a look of serene wonder on his face, his arms hanging loosely at his sides. As the camera moves in, a magical event unfolds: delicate, vibrant green vines begin to sprout organically from the fabric of his clothes. The shoots gracefully emerge from the seams of his shirt and the weave of his trousers, unfurling in a slow, continuous pattern to reveal tiny new leaves that shimmer in the warm, low-angle sunlight. The scene is bathed in a palette of fiery orange, deep burgundy, and rich earthy browns, creating a warm, dreamy atmosphere imbued with a quiet, impossible magic.", + "seed": 25996, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_12/index_4065_seed_25996_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.017318257968872784, + "vlm_logprob": -0.017318257968872784, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.017318257968872784, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006578574422746897 + ], + "opposite_logprob_tokens": [ + -5.38157844543457 + ], + "logprob_reward": -0.006578574422746897, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.006578574422746897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19528155028820038, + 0.15168900787830353, + 0.05072998255491257, + 0.22674304246902466, + 0.08796241879463196, + 0.09372776001691818, + 0.030025210231542587, + 0.028709614649415016, + 0.0476640947163105, + 0.08746729791164398 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.006578574422746897 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307127743959427 + ], + "opposite_logprob_tokens": [ + -3.1680712699890137 + ], + "logprob_reward": -0.04307127743959427, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307127743959427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.149623841047287, + 0.03212263435125351, + 0.12773382663726807, + 0.13692709803581238, + 0.1643160879611969, + 0.13295911252498627, + 0.06579308956861496, + 0.04670076072216034, + 0.061078667640686035, + 0.08274491876363754 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.04307127743959427 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083347722887993 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011083347722887993, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083347722887993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11346784979104996, + 0.1273866444826126, + 0.08455639332532883, + 0.08531025052070618, + 0.12111938744783401, + 0.06693173199892044, + 0.03820072486996651, + 0.036078277975320816, + 0.06702087819576263, + 0.2599278390407562 + ], + "top_frames": [ + 9, + 1, + 4 + ], + "selected_reward": -0.011083347722887993 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016078807413578033 + ], + "opposite_logprob_tokens": [ + -4.141078948974609 + ], + "logprob_reward": -0.016078807413578033, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016078807413578033, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09664685279130936, + 0.22108478844165802, + 0.059106145054101944, + 0.1288120150566101, + 0.09888715296983719, + 0.034138839691877365, + 0.05677024647593498, + 0.054465148597955704, + 0.12522514164447784, + 0.12486358731985092 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.016078807413578033 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779282845556736 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779282845556736, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779282845556736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15305157005786896, + 0.09227041155099869, + 0.23385892808437347, + 0.08942818641662598, + 0.04842950776219368, + 0.07366256415843964, + 0.1021677553653717, + 0.04901445284485817, + 0.07719679921865463, + 0.08091984689235687 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.009779282845556736 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "At golden hour, a low-angle, wide-angle lens slowly and steadily zooms in across a vast field where a young boy stands alone. His solitary figure casts a remarkably elongated shadow that stretches far into the golden, swaying grass. The boy, approximately eight years old, has a shock of unkempt, sun-bleached brown hair and wears a simple, worn, off-white linen shirt and plain brown trousers. He stands motionless, his gaze fixed on the horizon, a look of serene wonder on his face, his arms hanging loosely at his sides. As the camera moves in, a magical event unfolds: delicate, vibrant green vines begin to sprout organically from the fabric of his clothes. The shoots gracefully emerge from the seams of his shirt and the weave of his trousers, unfurling in a slow, continuous pattern to reveal tiny new leaves that shimmer in the warm, low-angle sunlight. The scene is bathed in a palette of fiery orange, deep burgundy, and rich earthy browns, creating a warm, dreamy atmosphere imbued with a quiet, impossible magic.", + "seed": 25997, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_12/index_4065_seed_25997_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029740273021161556, + "vlm_logprob": -0.029740273021161556, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.029740273021161556, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00490450207144022 + ], + "opposite_logprob_tokens": [ + -5.754904270172119 + ], + "logprob_reward": -0.00490450207144022, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.00490450207144022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06194397062063217, + 0.0675315335392952, + 0.18291723728179932, + 0.028293834999203682, + 0.03204591944813728, + 0.11186488717794418, + 0.0725967064499855, + 0.10739420354366302, + 0.30960801243782043, + 0.025803713127970695 + ], + "top_frames": [ + 8, + 2, + 5 + ], + "selected_reward": -0.00490450207144022 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900596410036087 + ], + "opposite_logprob_tokens": [ + -2.5790059566497803 + ], + "logprob_reward": -0.07900596410036087, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900596410036087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06727487593889236, + 0.033060286194086075, + 0.23531031608581543, + 0.02792813815176487, + 0.04153919592499733, + 0.024103470146656036, + 0.030023638159036636, + 0.10349918156862259, + 0.4002054035663605, + 0.03705555945634842 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.07900596410036087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018202755600214005 + ], + "opposite_logprob_tokens": [ + -4.018202781677246 + ], + "logprob_reward": -0.018202755600214005, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018202755600214005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17253541946411133, + 0.04947622865438461, + 0.10261352360248566, + 0.04960062354803085, + 0.06674365699291229, + 0.05423256754875183, + 0.1018771082162857, + 0.1891084462404251, + 0.1323598325252533, + 0.0814526304602623 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.018202755600214005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330368012189865 + ], + "opposite_logprob_tokens": [ + -3.773303747177124 + ], + "logprob_reward": -0.02330368012189865, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330368012189865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039702415466308594, + 0.02290322445333004, + 0.3261610269546509, + 0.024435538798570633, + 0.024419043213129044, + 0.049056265503168106, + 0.050567734986543655, + 0.08821045607328415, + 0.30534693598747253, + 0.06919741630554199 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.02330368012189865 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a vast field with swaying grass during golden hour?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an eight-year-old boy with unkempt sun-bleached brown hair standing alone in the field?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the boy wear a worn off-white linen shirt and plain brown trousers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do delicate vibrant green vines sprout organically from the seams and weave of the boy's clothes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow and steady zoom-in using a low-angle, wide-angle lens?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023284463211894035 + ], + "opposite_logprob_tokens": [ + -3.773284435272217 + ], + "logprob_reward": -0.023284463211894035, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023284463211894035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1279064416885376, + 0.03183634579181671, + 0.2334134578704834, + 0.02734825201332569, + 0.03350391238927841, + 0.03842175751924515, + 0.053531844168901443, + 0.1385074108839035, + 0.2818543612957001, + 0.0336761549115181 + ], + "top_frames": [ + 8, + 2, + 7 + ], + "selected_reward": -0.023284463211894035 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_13/index_tensor([7972, 7972])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_13/index_tensor([7972, 7972])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dd6d18e6e0a71f79f2bc0eeffc3cc657ca8f13c0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_13/index_tensor([7972, 7972])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot, the camera slowly panning to the right, captures the overwhelming spectacle of a massive wave of marathon runners hurtling down a broad city boulevard, directly toward the spectators. A diverse human river, representing many ages and ethnicities, flows between towering glass and steel skyscrapers, creating an urban canyon. They wear a kaleidoscope of brightly colored, moisture-wicking athletic wear—vibrant tank tops, lightweight shorts, and compression leggings in neon green, electric blue, and fiery red. White rectangular bibs, pinned firmly to their chests, tremble slightly with their rhythmic movements. The camera focuses on the foreground runners, revealing faces etched with raw determination; brows furrowed, jaws clenched, their skin gleaming in the bright morning sunlight. Their collective movement is a powerful, rhythmic tidal wave, a symphony of thousands of feet pounding the asphalt in unison, arms pumping decisively with power. The atmosphere is electrifying, brimming with the palpable energy of a massive human endeavor. The crowds of cheering spectators, blurred into the soft-focus background of the sidewalk, their presence heightening the epic scale of the event.", + "seed": 14301, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_13/index_7972_seed_14301_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1725506294518709, + "vlm_logprob": -0.1725506294518709, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.1725506294518709, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6133930683135986 + ], + "opposite_logprob_tokens": [ + -0.8633930683135986 + ], + "logprob_reward": -0.6133930683135986, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.6133930683135986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12980568408966064, + 0.24174606800079346, + 0.047569435089826584, + 0.08016396313905716, + 0.04998521879315376, + 0.06710847467184067, + 0.043873682618141174, + 0.14379610121250153, + 0.06824689358472824, + 0.1277044713497162 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.6133930683135986 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160940289497375 + ], + "opposite_logprob_tokens": [ + -1.7016093730926514 + ], + "logprob_reward": -0.20160940289497375, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160940289497375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06383038312196732, + 0.050178419798612595, + 0.13897380232810974, + 0.17831376194953918, + 0.05577899515628815, + 0.15868420898914337, + 0.11460091918706894, + 0.09339945018291473, + 0.08103740960359573, + 0.06520259380340576 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.20160940289497375 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016090186312794685 + ], + "opposite_logprob_tokens": [ + -4.141090393066406 + ], + "logprob_reward": -0.016090186312794685, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016090186312794685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1450006365776062, + 0.13707076013088226, + 0.1476263850927353, + 0.08149378001689911, + 0.11925110965967178, + 0.0667644515633583, + 0.08406876027584076, + 0.09017187356948853, + 0.06177877262234688, + 0.06677346676588058 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.016090186312794685 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080518364906311 + ], + "opposite_logprob_tokens": [ + -4.511080741882324 + ], + "logprob_reward": -0.011080518364906311, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080518364906311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2727706730365753, + 0.07246518135070801, + 0.06346346437931061, + 0.057441238313913345, + 0.050655122846364975, + 0.0910363718867302, + 0.12157924473285675, + 0.10047249495983124, + 0.08249270915985107, + 0.08762352913618088 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.011080518364906311 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579971373081207 + ], + "opposite_logprob_tokens": [ + -3.8955800533294678 + ], + "logprob_reward": -0.020579971373081207, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579971373081207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07184725254774094, + 0.10485942661762238, + 0.06947489082813263, + 0.05813897028565407, + 0.029753800481557846, + 0.17968855798244476, + 0.054550111293792725, + 0.07246377319097519, + 0.09044763445854187, + 0.26877561211586 + ], + "top_frames": [ + 9, + 5, + 1 + ], + "selected_reward": -0.020579971373081207 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the camera slowly panning to the right, captures the overwhelming spectacle of a massive wave of marathon runners hurtling down a broad city boulevard, directly toward the spectators. A diverse human river, representing many ages and ethnicities, flows between towering glass and steel skyscrapers, creating an urban canyon. They wear a kaleidoscope of brightly colored, moisture-wicking athletic wear—vibrant tank tops, lightweight shorts, and compression leggings in neon green, electric blue, and fiery red. White rectangular bibs, pinned firmly to their chests, tremble slightly with their rhythmic movements. The camera focuses on the foreground runners, revealing faces etched with raw determination; brows furrowed, jaws clenched, their skin gleaming in the bright morning sunlight. Their collective movement is a powerful, rhythmic tidal wave, a symphony of thousands of feet pounding the asphalt in unison, arms pumping decisively with power. The atmosphere is electrifying, brimming with the palpable energy of a massive human endeavor. The crowds of cheering spectators, blurred into the soft-focus background of the sidewalk, their presence heightening the epic scale of the event.", + "seed": 14302, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_13/index_7972_seed_14302_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12200159933418035, + "vlm_logprob": -0.12200159933418035, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.12200159933418035, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.48902690410614014 + ], + "opposite_logprob_tokens": [ + -0.9890269041061401 + ], + "logprob_reward": -0.48902690410614014, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.48902690410614014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25047165155410767, + 0.06602825969457626, + 0.03681834414601326, + 0.04912789165973663, + 0.12858186662197113, + 0.05622284859418869, + 0.12451138347387314, + 0.05660879984498024, + 0.13984079658985138, + 0.0917881652712822 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.48902690410614014 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003388985991478 + ], + "opposite_logprob_tokens": [ + -2.350338935852051 + ], + "logprob_reward": -0.1003388985991478, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003388985991478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1923772245645523, + 0.03938945010304451, + 0.07248875498771667, + 0.046545546501874924, + 0.06533029675483704, + 0.08765792846679688, + 0.2270992398262024, + 0.14569802582263947, + 0.07860416173934937, + 0.04480931907892227 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.1003388985991478 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00362489465624094 + ], + "opposite_logprob_tokens": [ + -5.62862491607666 + ], + "logprob_reward": -0.00362489465624094, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00362489465624094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6824975609779358, + 0.02692515030503273, + 0.035593532025814056, + 0.014161579310894012, + 0.029578613117337227, + 0.01320419181138277, + 0.12649688124656677, + 0.02120102196931839, + 0.027045004069805145, + 0.023296482861042023 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.00362489465624094 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059472741559147835 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.0059472741559147835, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059472741559147835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30990806221961975, + 0.1818632185459137, + 0.03468163311481476, + 0.034195009618997574, + 0.07830935716629028, + 0.030707161873579025, + 0.054903075098991394, + 0.04955790191888809, + 0.04660443961620331, + 0.17927013337612152 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0059472741559147835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070025153458118 + ], + "opposite_logprob_tokens": [ + -4.511070251464844 + ], + "logprob_reward": -0.011070025153458118, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070025153458118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4788420498371124, + 0.056174930185079575, + 0.05180732160806656, + 0.13323700428009033, + 0.026481948792934418, + 0.03694532811641693, + 0.11062368005514145, + 0.024736182764172554, + 0.051124732941389084, + 0.030026737600564957 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.011070025153458118 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the camera slowly panning to the right, captures the overwhelming spectacle of a massive wave of marathon runners hurtling down a broad city boulevard, directly toward the spectators. A diverse human river, representing many ages and ethnicities, flows between towering glass and steel skyscrapers, creating an urban canyon. They wear a kaleidoscope of brightly colored, moisture-wicking athletic wear—vibrant tank tops, lightweight shorts, and compression leggings in neon green, electric blue, and fiery red. White rectangular bibs, pinned firmly to their chests, tremble slightly with their rhythmic movements. The camera focuses on the foreground runners, revealing faces etched with raw determination; brows furrowed, jaws clenched, their skin gleaming in the bright morning sunlight. Their collective movement is a powerful, rhythmic tidal wave, a symphony of thousands of feet pounding the asphalt in unison, arms pumping decisively with power. The atmosphere is electrifying, brimming with the palpable energy of a massive human endeavor. The crowds of cheering spectators, blurred into the soft-focus background of the sidewalk, their presence heightening the epic scale of the event.", + "seed": 14303, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_13/index_7972_seed_14303_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14483744017779826, + "vlm_logprob": -0.14483744017779826, + "vlm_yes_no_margin": 3.0749999046325684, + "vlm_token_credit": -0.14483744017779826, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5539995431900024 + ], + "opposite_logprob_tokens": [ + -0.9289995431900024 + ], + "logprob_reward": -0.5539995431900024, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5539995431900024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20000576972961426, + 0.04224904626607895, + 0.05316486209630966, + 0.08496207743883133, + 0.036753393709659576, + 0.09514887630939484, + 0.044394563883543015, + 0.03574890270829201, + 0.05571374669671059, + 0.3518587648868561 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.5539995431900024 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707188725471497 + ], + "opposite_logprob_tokens": [ + -2.1270718574523926 + ], + "logprob_reward": -0.12707188725471497, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707188725471497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15503540635108948, + 0.08428710699081421, + 0.3124786615371704, + 0.08640754222869873, + 0.04585080221295357, + 0.0910056009888649, + 0.026468629017472267, + 0.028269575908780098, + 0.036820974200963974, + 0.13337576389312744 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.12707188725471497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006751345470547676 + ], + "opposite_logprob_tokens": [ + -5.006751537322998 + ], + "logprob_reward": -0.006751345470547676, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006751345470547676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08750034123659134, + 0.034173209220170975, + 0.17766059935092926, + 0.13339745998382568, + 0.13483594357967377, + 0.018457768484950066, + 0.017890524119138718, + 0.17916569113731384, + 0.04582245275378227, + 0.17109599709510803 + ], + "top_frames": [ + 7, + 2, + 9 + ], + "selected_reward": -0.006751345470547676 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818484626710415 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.01818484626710415, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01818484626710415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14715717732906342, + 0.03428127244114876, + 0.3503316640853882, + 0.09502119570970535, + 0.14925071597099304, + 0.05850128084421158, + 0.022619346156716347, + 0.031414732336997986, + 0.040204007178545, + 0.07121866941452026 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.01818484626710415 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018179578706622124 + ], + "opposite_logprob_tokens": [ + -4.018179416656494 + ], + "logprob_reward": -0.018179578706622124, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018179578706622124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08357148617506027, + 0.018660634756088257, + 0.5055979490280151, + 0.023925697430968285, + 0.023608701303601265, + 0.025553101673722267, + 0.015490963123738766, + 0.022089114412665367, + 0.03908015042543411, + 0.2424221634864807 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.018179578706622124 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the camera slowly panning to the right, captures the overwhelming spectacle of a massive wave of marathon runners hurtling down a broad city boulevard, directly toward the spectators. A diverse human river, representing many ages and ethnicities, flows between towering glass and steel skyscrapers, creating an urban canyon. They wear a kaleidoscope of brightly colored, moisture-wicking athletic wear—vibrant tank tops, lightweight shorts, and compression leggings in neon green, electric blue, and fiery red. White rectangular bibs, pinned firmly to their chests, tremble slightly with their rhythmic movements. The camera focuses on the foreground runners, revealing faces etched with raw determination; brows furrowed, jaws clenched, their skin gleaming in the bright morning sunlight. Their collective movement is a powerful, rhythmic tidal wave, a symphony of thousands of feet pounding the asphalt in unison, arms pumping decisively with power. The atmosphere is electrifying, brimming with the palpable energy of a massive human endeavor. The crowds of cheering spectators, blurred into the soft-focus background of the sidewalk, their presence heightening the epic scale of the event.", + "seed": 14304, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_13/index_7972_seed_14304_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15486813215538858, + "vlm_logprob": -0.15486813215538858, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.15486813215538858, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.46560919284820557 + ], + "opposite_logprob_tokens": [ + -1.0906091928482056 + ], + "logprob_reward": -0.46560919284820557, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.46560919284820557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37325558066368103, + 0.2647528052330017, + 0.07475142180919647, + 0.045800354331731796, + 0.06763488054275513, + 0.03897823020815849, + 0.023796942085027695, + 0.03318937122821808, + 0.04823475331068039, + 0.029605699703097343 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.46560919284820557 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521323263645172 + ], + "opposite_logprob_tokens": [ + -1.5021322965621948 + ], + "logprob_reward": -0.2521323263645172, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521323263645172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10459742695093155, + 0.05237828567624092, + 0.23822711408138275, + 0.04761592671275139, + 0.06992567330598831, + 0.22316797077655792, + 0.023218022659420967, + 0.16443848609924316, + 0.045680396258831024, + 0.030750663951039314 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.2521323263645172 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005964220035821199 + ], + "opposite_logprob_tokens": [ + -5.130964279174805 + ], + "logprob_reward": -0.005964220035821199, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005964220035821199, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14390194416046143, + 0.2146640121936798, + 0.12000125646591187, + 0.11968906223773956, + 0.10671314597129822, + 0.06421300768852234, + 0.04008471220731735, + 0.07865883409976959, + 0.039728399366140366, + 0.07234557718038559 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.005964220035821199 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012543358840048313 + ], + "opposite_logprob_tokens": [ + -4.387543201446533 + ], + "logprob_reward": -0.012543358840048313, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012543358840048313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1742577701807022, + 0.3490913212299347, + 0.0892496109008789, + 0.07645351439714432, + 0.08518972247838974, + 0.02794112078845501, + 0.07409413903951645, + 0.05308082699775696, + 0.0337919257581234, + 0.03685004636645317 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.012543358840048313 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are marathon runners wearing neon green, electric blue, and fiery red athletic wear?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the runners have white rectangular bibs pinned to their chests?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the cheering spectators visible as a blurred soft-focus background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809156268835068 + ], + "opposite_logprob_tokens": [ + -3.2880916595458984 + ], + "logprob_reward": -0.03809156268835068, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809156268835068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2449384182691574, + 0.19931398332118988, + 0.21922838687896729, + 0.03466925770044327, + 0.07975749671459198, + 0.019156690686941147, + 0.02023155987262726, + 0.10220865160226822, + 0.035844746977090836, + 0.044650837779045105 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.03809156268835068 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_14/index_tensor([8436, 8436])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_14/index_tensor([8436, 8436])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..36aaba82c1d2c8b0dba83365ab49332d8af56755 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_14/index_tensor([8436, 8436])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium shot, shot from a level angle, the entire scene, rendered in a delicate frame-by-frame animation style, focuses on a woman seated in a wooden armchair. She wears a vintage cloche hat, its brim adorned with delicate flowers crafted from dusty pink and off-white fabric. Soft, wavy strands of auburn hair fall from the brim, framing her gentle, focused face, a look of subtle nostalgia and melancholy in her eyes. She wears a thick, off-white cable-knit sweater and steadily and deliberately knits a forest-green wool scarf with two long wooden needles. The scarf, already quite long, drapes softly over her knees and reaches the floor. Each of her movements is marked by a distinct, almost palpable pause, as one needle carefully threads a loop of yarn, while the other expertly hooks and pulls the yarn through, perfectly embodying the texture of frame-by-frame animation. Outside the large, wooden-framed window beside her, the soft twilight painted the sky a gradient of deep indigo and soft orange, casting a cool, serene glow across the room, silhouetting her and her chair. This cool light contrasted with the warm golden glow of a small table lamp further back in the room, creating a quiet, contemplative, and slightly melancholic atmosphere.", + "seed": 9585, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_14/index_8436_seed_9585_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017879095487296583, + "vlm_logprob": -0.017879095487296583, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.017879095487296583, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007667042315006256 + ], + "opposite_logprob_tokens": [ + -5.007667064666748 + ], + "logprob_reward": -0.007667042315006256, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007667042315006256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3019346594810486, + 0.08958695828914642, + 0.06877388060092926, + 0.11552643775939941, + 0.06915087252855301, + 0.09574106335639954, + 0.07955808937549591, + 0.04318871349096298, + 0.07036096602678299, + 0.06617836654186249 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.007667042315006256 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012562782503664494 + ], + "opposite_logprob_tokens": [ + -4.3875627517700195 + ], + "logprob_reward": -0.012562782503664494, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012562782503664494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12699979543685913, + 0.05003848299384117, + 0.0750763863325119, + 0.07842731475830078, + 0.08696646988391876, + 0.10186366736888885, + 0.20532208681106567, + 0.2561419606208801, + 0.010514242574572563, + 0.008649579249322414 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.012562782503664494 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016086550429463387 + ], + "opposite_logprob_tokens": [ + -4.141086578369141 + ], + "logprob_reward": -0.016086550429463387, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016086550429463387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23112355172634125, + 0.10053140670061111, + 0.09445490688085556, + 0.05909786745905876, + 0.07148299366235733, + 0.09804441034793854, + 0.1274535208940506, + 0.1341450810432434, + 0.051906976848840714, + 0.031759295612573624 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.016086550429463387 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029791610315442085 + ], + "opposite_logprob_tokens": [ + -3.5297915935516357 + ], + "logprob_reward": -0.029791610315442085, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029791610315442085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34964224696159363, + 0.0534813366830349, + 0.20307950675487518, + 0.20661824941635132, + 0.0322592593729496, + 0.04106424003839493, + 0.016720065847039223, + 0.017852619290351868, + 0.04628179594874382, + 0.033000655472278595 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.029791610315442085 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287491872906685 + ], + "opposite_logprob_tokens": [ + -3.773287534713745 + ], + "logprob_reward": -0.023287491872906685, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287491872906685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33687183260917664, + 0.09335965663194656, + 0.07109951227903366, + 0.05350480228662491, + 0.04827303811907768, + 0.0621255598962307, + 0.13209189474582672, + 0.1559736132621765, + 0.019711656495928764, + 0.026988448575139046 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.023287491872906685 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a level angle, the entire scene, rendered in a delicate frame-by-frame animation style, focuses on a woman seated in a wooden armchair. She wears a vintage cloche hat, its brim adorned with delicate flowers crafted from dusty pink and off-white fabric. Soft, wavy strands of auburn hair fall from the brim, framing her gentle, focused face, a look of subtle nostalgia and melancholy in her eyes. She wears a thick, off-white cable-knit sweater and steadily and deliberately knits a forest-green wool scarf with two long wooden needles. The scarf, already quite long, drapes softly over her knees and reaches the floor. Each of her movements is marked by a distinct, almost palpable pause, as one needle carefully threads a loop of yarn, while the other expertly hooks and pulls the yarn through, perfectly embodying the texture of frame-by-frame animation. Outside the large, wooden-framed window beside her, the soft twilight painted the sky a gradient of deep indigo and soft orange, casting a cool, serene glow across the room, silhouetting her and her chair. This cool light contrasted with the warm golden glow of a small table lamp further back in the room, creating a quiet, contemplative, and slightly melancholic atmosphere.", + "seed": 9586, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_14/index_8436_seed_9586_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01622579963877797, + "vlm_logprob": -0.01622579963877797, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.01622579963877797, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012120407074689865 + ], + "opposite_logprob_tokens": [ + -4.512120246887207 + ], + "logprob_reward": -0.012120407074689865, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012120407074689865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2155427485704422, + 0.06429644674062729, + 0.08103491365909576, + 0.07254090905189514, + 0.02970924973487854, + 0.11152373999357224, + 0.1326289176940918, + 0.14483819901943207, + 0.11684858798980713, + 0.031036250293254852 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.012120407074689865 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089595966041088 + ], + "opposite_logprob_tokens": [ + -4.51108980178833 + ], + "logprob_reward": -0.011089595966041088, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089595966041088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22954416275024414, + 0.09051819890737534, + 0.07704589515924454, + 0.04892401769757271, + 0.0477437749505043, + 0.07103640586137772, + 0.13391736149787903, + 0.14299562573432922, + 0.11422200500965118, + 0.04405253380537033 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.011089595966041088 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642185289412737 + ], + "opposite_logprob_tokens": [ + -5.379642009735107 + ], + "logprob_reward": -0.004642185289412737, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642185289412737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.283620685338974, + 0.0458967462182045, + 0.06445251405239105, + 0.0948423221707344, + 0.0249357707798481, + 0.07647682726383209, + 0.09068551659584045, + 0.24191327393054962, + 0.043441541492938995, + 0.033734776079654694 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.004642185289412737 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004632930271327496 + ], + "opposite_logprob_tokens": [ + -5.379632949829102 + ], + "logprob_reward": -0.004632930271327496, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004632930271327496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1807556450366974, + 0.1285928338766098, + 0.1270887404680252, + 0.1485041379928589, + 0.10645337402820587, + 0.095079205930233, + 0.06896784156560898, + 0.04432998597621918, + 0.0461607463657856, + 0.05406748130917549 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.004632930271327496 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864387959241867 + ], + "opposite_logprob_tokens": [ + -3.0486438274383545 + ], + "logprob_reward": -0.04864387959241867, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864387959241867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2538778781890869, + 0.11059281975030899, + 0.08713328838348389, + 0.12007205933332443, + 0.08317922055721283, + 0.1328517198562622, + 0.08585035800933838, + 0.0391838401556015, + 0.03516107797622681, + 0.05209772288799286 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.04864387959241867 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a level angle, the entire scene, rendered in a delicate frame-by-frame animation style, focuses on a woman seated in a wooden armchair. She wears a vintage cloche hat, its brim adorned with delicate flowers crafted from dusty pink and off-white fabric. Soft, wavy strands of auburn hair fall from the brim, framing her gentle, focused face, a look of subtle nostalgia and melancholy in her eyes. She wears a thick, off-white cable-knit sweater and steadily and deliberately knits a forest-green wool scarf with two long wooden needles. The scarf, already quite long, drapes softly over her knees and reaches the floor. Each of her movements is marked by a distinct, almost palpable pause, as one needle carefully threads a loop of yarn, while the other expertly hooks and pulls the yarn through, perfectly embodying the texture of frame-by-frame animation. Outside the large, wooden-framed window beside her, the soft twilight painted the sky a gradient of deep indigo and soft orange, casting a cool, serene glow across the room, silhouetting her and her chair. This cool light contrasted with the warm golden glow of a small table lamp further back in the room, creating a quiet, contemplative, and slightly melancholic atmosphere.", + "seed": 9587, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_14/index_8436_seed_9587_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016574023105204106, + "vlm_logprob": -0.016574023105204106, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.016574023105204106, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020375818014144897 + ], + "opposite_logprob_tokens": [ + -4.020375728607178 + ], + "logprob_reward": -0.020375818014144897, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020375818014144897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36187663674354553, + 0.08438988029956818, + 0.053735747933387756, + 0.06510481238365173, + 0.0952281653881073, + 0.04858468100428581, + 0.0639982521533966, + 0.02856188639998436, + 0.11378199607133865, + 0.08473799377679825 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.020375818014144897 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00865777675062418 + ], + "opposite_logprob_tokens": [ + -4.758657932281494 + ], + "logprob_reward": -0.00865777675062418, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00865777675062418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20968058705329895, + 0.19528649747371674, + 0.08688534051179886, + 0.12673324346542358, + 0.11675689369440079, + 0.049631960690021515, + 0.035670142620801926, + 0.054400213062763214, + 0.05161392688751221, + 0.07334113866090775 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.00865777675062418 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595959834754467 + ], + "opposite_logprob_tokens": [ + -5.130959510803223 + ], + "logprob_reward": -0.00595959834754467, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595959834754467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2730002999305725, + 0.06808935105800629, + 0.04475262388586998, + 0.12937818467617035, + 0.1366390734910965, + 0.07753121852874756, + 0.06711993366479874, + 0.06327939033508301, + 0.06160646677017212, + 0.07860352843999863 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.00595959834754467 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977916456758976 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.00977916456758976, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977916456758976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2080094814300537, + 0.044079121202230453, + 0.07817757874727249, + 0.13470305502414703, + 0.2420039027929306, + 0.06002993509173393, + 0.062320176512002945, + 0.06042187288403511, + 0.06711024045944214, + 0.0431445837020874 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.00977916456758976 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809775784611702 + ], + "opposite_logprob_tokens": [ + -3.288097858428955 + ], + "logprob_reward": -0.03809775784611702, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809775784611702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2609627842903137, + 0.13339106738567352, + 0.05728372558951378, + 0.0616489015519619, + 0.10991126298904419, + 0.06887314468622208, + 0.03929966688156128, + 0.08246524631977081, + 0.09490812569856644, + 0.09125614911317825 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.03809775784611702 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot from a level angle, the entire scene, rendered in a delicate frame-by-frame animation style, focuses on a woman seated in a wooden armchair. She wears a vintage cloche hat, its brim adorned with delicate flowers crafted from dusty pink and off-white fabric. Soft, wavy strands of auburn hair fall from the brim, framing her gentle, focused face, a look of subtle nostalgia and melancholy in her eyes. She wears a thick, off-white cable-knit sweater and steadily and deliberately knits a forest-green wool scarf with two long wooden needles. The scarf, already quite long, drapes softly over her knees and reaches the floor. Each of her movements is marked by a distinct, almost palpable pause, as one needle carefully threads a loop of yarn, while the other expertly hooks and pulls the yarn through, perfectly embodying the texture of frame-by-frame animation. Outside the large, wooden-framed window beside her, the soft twilight painted the sky a gradient of deep indigo and soft orange, casting a cool, serene glow across the room, silhouetting her and her chair. This cool light contrasted with the warm golden glow of a small table lamp further back in the room, creating a quiet, contemplative, and slightly melancholic atmosphere.", + "seed": 9588, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_14/index_8436_seed_9588_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.018156393617391586, + "vlm_logprob": -0.018156393617391586, + "vlm_yes_no_margin": 4.174999952316284, + "vlm_token_credit": -0.018156393617391586, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027059433981776237 + ], + "opposite_logprob_tokens": [ + -3.652059316635132 + ], + "logprob_reward": -0.027059433981776237, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027059433981776237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16316688060760498, + 0.08647633343935013, + 0.1780245453119278, + 0.2186305671930313, + 0.220746710896492, + 0.06449612230062485, + 0.017219271510839462, + 0.02970646321773529, + 0.01201956532895565, + 0.00951355043798685 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.027059433981776237 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979274045675993 + ], + "opposite_logprob_tokens": [ + -4.634792804718018 + ], + "logprob_reward": -0.00979274045675993, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979274045675993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11106299608945847, + 0.055655792355537415, + 0.12460903823375702, + 0.11695696413516998, + 0.4649897813796997, + 0.021868541836738586, + 0.026470692828297615, + 0.02941674180328846, + 0.014582639560103416, + 0.034386809915304184 + ], + "top_frames": [ + 4, + 2, + 3 + ], + "selected_reward": -0.00979274045675993 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005955095402896404 + ], + "opposite_logprob_tokens": [ + -5.130955219268799 + ], + "logprob_reward": -0.005955095402896404, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005955095402896404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1034172773361206, + 0.17488312721252441, + 0.047657497227191925, + 0.16482742130756378, + 0.4221356213092804, + 0.03488810360431671, + 0.013820181600749493, + 0.012826764024794102, + 0.0073284851387143135, + 0.018215510994195938 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.005955095402896404 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029791725799441338 + ], + "opposite_logprob_tokens": [ + -3.529791831970215 + ], + "logprob_reward": -0.029791725799441338, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029791725799441338, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3102661669254303, + 0.06989279389381409, + 0.04265271872282028, + 0.07782284915447235, + 0.37975001335144043, + 0.06263358145952225, + 0.02025122009217739, + 0.012196705676615238, + 0.013659176416695118, + 0.010874832049012184 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.029791725799441338 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static medium shot of a woman seated in a wooden armchair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a vintage cloche hat with a brim adorned with dusty pink and off-white fabric flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a thick off-white cable-knit sweater and knitting a forest-green wool scarf with wooden needles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the background show a large wooden-framed window with a twilight sky gradient of deep indigo and soft orange?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a cool glow from the window contrasting with a warm golden glow from a small table lamp in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182972446084023 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.018182972446084023, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018182972446084023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27079012989997864, + 0.21536870300769806, + 0.10950826853513718, + 0.014618590474128723, + 0.31266021728515625, + 0.015231022611260414, + 0.016428044065833092, + 0.008048131130635738, + 0.01609962247312069, + 0.021247239783406258 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.018182972446084023 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_15/index_tensor([1646, 1646])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_15/index_tensor([1646, 1646])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1ff0cfa7f3a364b4af697ea3fab3e63f523c76e0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_15/index_tensor([1646, 1646])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera opens with a tranquil long shot, a horizontal angle revealing the panoramic view of an antique Chinese teahouse. A beam of warm afternoon sunlight slants through the carved wooden window panes, casting dappled shadows on the dark mahogany floor. Motes of light seem to dance quietly in the air within the beams of light. At a square table in the center of the teahouse, an elderly couple with silver hair sit facing each other, forming the focal point of the frame. Then, the camera slowly and smoothly advances, gradually transitioning from long shot to medium shot, revealing their details: the elderly man, dressed in a plain beige linen shirt, his face lined with kindly wrinkles, gazes intently across from him. The elderly woman opposite, wearing an elegant light blue floral blouse, her hair meticulously combed into a bun, and a warm jade bracelet adorning her wrist. Between them, a purple clay teapot emanates steam, and they each hold a delicate porcelain cup in their hands. As the camera steadily and calmly zooms in, the image finally settles on an extreme close-up, perfectly framing their eyes as they gaze into each other's smiles. Under the soft light, the crow's feet at the corners of their eyes smooth out with genuine laughter, and a gentle light glistens in their clear pupils. Wordless, yet filled with the tacit understanding, dependence, and deep affection honed over time, the entire scene is enveloped in a tranquil and warm atmosphere, imbued with a cinematic quality and the moving feeling of a peaceful and tranquil life.", + "seed": 13685, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_15/index_1646_seed_13685_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11305796429514885, + "vlm_logprob": -0.11305796429514885, + "vlm_yes_no_margin": 2.300000023841858, + "vlm_token_credit": -0.11305796429514885, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15281622111797333 + ], + "opposite_logprob_tokens": [ + -2.0278162956237793 + ], + "logprob_reward": -0.15281622111797333, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.15281622111797333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21424713730812073, + 0.1701171100139618, + 0.07538256049156189, + 0.08193366974592209, + 0.039658062160015106, + 0.02731238305568695, + 0.10726052522659302, + 0.0879853218793869, + 0.11231719702482224, + 0.08378606289625168 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.15281622111797333 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870019853115082 + ], + "opposite_logprob_tokens": [ + -3.0487000942230225 + ], + "logprob_reward": -0.04870019853115082, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870019853115082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14992453157901764, + 0.3973490297794342, + 0.06476634740829468, + 0.07568500936031342, + 0.04645673930644989, + 0.011039640754461288, + 0.0613965168595314, + 0.05373737961053848, + 0.1087588369846344, + 0.030885981395840645 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.04870019853115082 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307527467608452 + ], + "opposite_logprob_tokens": [ + -3.1680753231048584 + ], + "logprob_reward": -0.04307527467608452, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307527467608452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31850847601890564, + 0.08417992293834686, + 0.08906518667936325, + 0.050633735954761505, + 0.07842747867107391, + 0.05755195766687393, + 0.055883973836898804, + 0.06725828349590302, + 0.15270812809467316, + 0.04578282684087753 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.04307527467608452 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16032779216766357 + ], + "opposite_logprob_tokens": [ + -1.9103277921676636 + ], + "logprob_reward": -0.16032779216766357, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16032779216766357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07378220558166504, + 0.1691114753484726, + 0.08561954647302628, + 0.056001923978328705, + 0.06448913365602493, + 0.05418705940246582, + 0.10144775360822678, + 0.09862709045410156, + 0.24134615063667297, + 0.055387623608112335 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.16032779216766357 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.160370334982872 + ], + "opposite_logprob_tokens": [ + -1.9103703498840332 + ], + "logprob_reward": -0.160370334982872, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.160370334982872, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1636705994606018, + 0.11085847020149231, + 0.1658248007297516, + 0.1142415702342987, + 0.10058707743883133, + 0.05190407857298851, + 0.11211299896240234, + 0.047902319580316544, + 0.07665425539016724, + 0.05624387413263321 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.160370334982872 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera opens with a tranquil long shot, a horizontal angle revealing the panoramic view of an antique Chinese teahouse. A beam of warm afternoon sunlight slants through the carved wooden window panes, casting dappled shadows on the dark mahogany floor. Motes of light seem to dance quietly in the air within the beams of light. At a square table in the center of the teahouse, an elderly couple with silver hair sit facing each other, forming the focal point of the frame. Then, the camera slowly and smoothly advances, gradually transitioning from long shot to medium shot, revealing their details: the elderly man, dressed in a plain beige linen shirt, his face lined with kindly wrinkles, gazes intently across from him. The elderly woman opposite, wearing an elegant light blue floral blouse, her hair meticulously combed into a bun, and a warm jade bracelet adorning her wrist. Between them, a purple clay teapot emanates steam, and they each hold a delicate porcelain cup in their hands. As the camera steadily and calmly zooms in, the image finally settles on an extreme close-up, perfectly framing their eyes as they gaze into each other's smiles. Under the soft light, the crow's feet at the corners of their eyes smooth out with genuine laughter, and a gentle light glistens in their clear pupils. Wordless, yet filled with the tacit understanding, dependence, and deep affection honed over time, the entire scene is enveloped in a tranquil and warm atmosphere, imbued with a cinematic quality and the moving feeling of a peaceful and tranquil life.", + "seed": 13686, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_15/index_1646_seed_13686_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07865498568862676, + "vlm_logprob": -0.07865498568862676, + "vlm_yes_no_margin": 2.775, + "vlm_token_credit": -0.07865498568862676, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09289535880088806 + ], + "opposite_logprob_tokens": [ + -2.467895269393921 + ], + "logprob_reward": -0.09289535880088806, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09289535880088806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19278256595134735, + 0.10611823946237564, + 0.05572802945971489, + 0.05501667410135269, + 0.042683668434619904, + 0.15070731937885284, + 0.08504156023263931, + 0.20085026323795319, + 0.043480440974235535, + 0.06759120523929596 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.09289535880088806 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014215397648513317 + ], + "opposite_logprob_tokens": [ + -4.264215469360352 + ], + "logprob_reward": -0.014215397648513317, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014215397648513317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08039339631795883, + 0.2570195496082306, + 0.05137532204389572, + 0.04756421223282814, + 0.030754996463656425, + 0.08421751111745834, + 0.045433949679136276, + 0.36405590176582336, + 0.012479281052947044, + 0.02670586109161377 + ], + "top_frames": [ + 7, + 1, + 5 + ], + "selected_reward": -0.014215397648513317 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043082013726234436 + ], + "opposite_logprob_tokens": [ + -3.1680819988250732 + ], + "logprob_reward": -0.043082013726234436, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043082013726234436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10020244121551514, + 0.0687704011797905, + 0.03854992613196373, + 0.135193333029747, + 0.06256164610385895, + 0.06710738688707352, + 0.09411923587322235, + 0.38182172179222107, + 0.02004968747496605, + 0.03162425756454468 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.043082013726234436 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276428520679474 + ], + "opposite_logprob_tokens": [ + -2.0177643299102783 + ], + "logprob_reward": -0.14276428520679474, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14276428520679474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09822438657283783, + 0.07548012584447861, + 0.09856367856264114, + 0.029199106618762016, + 0.047565560787916183, + 0.04760745167732239, + 0.03575197234749794, + 0.4984264075756073, + 0.01391796674579382, + 0.055263299494981766 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.14276428520679474 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031787306070328 + ], + "opposite_logprob_tokens": [ + -2.35031795501709 + ], + "logprob_reward": -0.10031787306070328, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031787306070328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07110954821109772, + 0.06492681056261063, + 0.1183970645070076, + 0.08408147096633911, + 0.14194272458553314, + 0.10626441985368729, + 0.05440390855073929, + 0.2495049089193344, + 0.02140202932059765, + 0.08796708285808563 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.10031787306070328 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera opens with a tranquil long shot, a horizontal angle revealing the panoramic view of an antique Chinese teahouse. A beam of warm afternoon sunlight slants through the carved wooden window panes, casting dappled shadows on the dark mahogany floor. Motes of light seem to dance quietly in the air within the beams of light. At a square table in the center of the teahouse, an elderly couple with silver hair sit facing each other, forming the focal point of the frame. Then, the camera slowly and smoothly advances, gradually transitioning from long shot to medium shot, revealing their details: the elderly man, dressed in a plain beige linen shirt, his face lined with kindly wrinkles, gazes intently across from him. The elderly woman opposite, wearing an elegant light blue floral blouse, her hair meticulously combed into a bun, and a warm jade bracelet adorning her wrist. Between them, a purple clay teapot emanates steam, and they each hold a delicate porcelain cup in their hands. As the camera steadily and calmly zooms in, the image finally settles on an extreme close-up, perfectly framing their eyes as they gaze into each other's smiles. Under the soft light, the crow's feet at the corners of their eyes smooth out with genuine laughter, and a gentle light glistens in their clear pupils. Wordless, yet filled with the tacit understanding, dependence, and deep affection honed over time, the entire scene is enveloped in a tranquil and warm atmosphere, imbued with a cinematic quality and the moving feeling of a peaceful and tranquil life.", + "seed": 13687, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_15/index_1646_seed_13687_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16526418626308442, + "vlm_logprob": -0.16526418626308442, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.16526418626308442, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4842156171798706 + ], + "opposite_logprob_tokens": [ + -0.9842156171798706 + ], + "logprob_reward": -0.4842156171798706, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4842156171798706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12092044949531555, + 0.13834336400032043, + 0.06039518117904663, + 0.1922225058078766, + 0.056782301515340805, + 0.034750524908304214, + 0.06705357879400253, + 0.23760056495666504, + 0.0367165245115757, + 0.055214982479810715 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.4842156171798706 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018228158354759216 + ], + "opposite_logprob_tokens": [ + -4.018228054046631 + ], + "logprob_reward": -0.018228158354759216, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018228158354759216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10734404623508453, + 0.11360293626785278, + 0.13119134306907654, + 0.1104784831404686, + 0.15748921036720276, + 0.04140069708228111, + 0.1541455090045929, + 0.1335064172744751, + 0.01880020834505558, + 0.032041169703006744 + ], + "top_frames": [ + 4, + 6, + 7 + ], + "selected_reward": -0.018228158354759216 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549793466925621 + ], + "opposite_logprob_tokens": [ + -2.9299793243408203 + ], + "logprob_reward": -0.0549793466925621, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549793466925621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23480257391929626, + 0.20882120728492737, + 0.07931799441576004, + 0.10587108880281448, + 0.08842784911394119, + 0.028606725856661797, + 0.09966326504945755, + 0.07120953500270844, + 0.02758842334151268, + 0.05569133907556534 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0549793466925621 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17985311150550842 + ], + "opposite_logprob_tokens": [ + -1.804853081703186 + ], + "logprob_reward": -0.17985311150550842, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17985311150550842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14957308769226074, + 0.12737032771110535, + 0.15157221257686615, + 0.18331831693649292, + 0.04394941031932831, + 0.08100587874650955, + 0.13721950352191925, + 0.06000703573226929, + 0.023782867938280106, + 0.04220135137438774 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.17985311150550842 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904469758272171 + ], + "opposite_logprob_tokens": [ + -2.4640448093414307 + ], + "logprob_reward": -0.08904469758272171, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904469758272171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1258133053779602, + 0.09264504164457321, + 0.08849804848432541, + 0.09563373774290085, + 0.10137420892715454, + 0.030102822929620743, + 0.180219829082489, + 0.131416916847229, + 0.03336271271109581, + 0.12093339115381241 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.08904469758272171 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera opens with a tranquil long shot, a horizontal angle revealing the panoramic view of an antique Chinese teahouse. A beam of warm afternoon sunlight slants through the carved wooden window panes, casting dappled shadows on the dark mahogany floor. Motes of light seem to dance quietly in the air within the beams of light. At a square table in the center of the teahouse, an elderly couple with silver hair sit facing each other, forming the focal point of the frame. Then, the camera slowly and smoothly advances, gradually transitioning from long shot to medium shot, revealing their details: the elderly man, dressed in a plain beige linen shirt, his face lined with kindly wrinkles, gazes intently across from him. The elderly woman opposite, wearing an elegant light blue floral blouse, her hair meticulously combed into a bun, and a warm jade bracelet adorning her wrist. Between them, a purple clay teapot emanates steam, and they each hold a delicate porcelain cup in their hands. As the camera steadily and calmly zooms in, the image finally settles on an extreme close-up, perfectly framing their eyes as they gaze into each other's smiles. Under the soft light, the crow's feet at the corners of their eyes smooth out with genuine laughter, and a gentle light glistens in their clear pupils. Wordless, yet filled with the tacit understanding, dependence, and deep affection honed over time, the entire scene is enveloped in a tranquil and warm atmosphere, imbued with a cinematic quality and the moving feeling of a peaceful and tranquil life.", + "seed": 13688, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_15/index_1646_seed_13688_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09642733447253704, + "vlm_logprob": -0.09642733447253704, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.09642733447253704, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2584170401096344 + ], + "opposite_logprob_tokens": [ + -1.508417010307312 + ], + "logprob_reward": -0.2584170401096344, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2584170401096344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3519204556941986, + 0.03608274087309837, + 0.13638587296009064, + 0.13353312015533447, + 0.0392773374915123, + 0.02762344852089882, + 0.0224225502461195, + 0.024700365960597992, + 0.03783201798796654, + 0.1902220994234085 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.2584170401096344 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020613720640540123 + ], + "opposite_logprob_tokens": [ + -3.895613670349121 + ], + "logprob_reward": -0.020613720640540123, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020613720640540123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3410307466983795, + 0.0690799206495285, + 0.17685014009475708, + 0.03194490447640419, + 0.04032311588525772, + 0.021513745188713074, + 0.020820289850234985, + 0.023304563015699387, + 0.07738976180553436, + 0.19774283468723297 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.020613720640540123 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062077637761831284 + ], + "opposite_logprob_tokens": [ + -2.812077522277832 + ], + "logprob_reward": -0.062077637761831284, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062077637761831284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1849244236946106, + 0.0812792181968689, + 0.11968296021223068, + 0.05092954635620117, + 0.038166020065546036, + 0.0649539902806282, + 0.05462191626429558, + 0.01753544621169567, + 0.12183444947004318, + 0.26607197523117065 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.062077637761831284 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202990934252739 + ], + "opposite_logprob_tokens": [ + -2.8120298385620117 + ], + "logprob_reward": -0.06202990934252739, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202990934252739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04373758286237717, + 0.020644819363951683, + 0.18586941063404083, + 0.0135068129748106, + 0.03223879635334015, + 0.020596718415617943, + 0.035435184836387634, + 0.03857436403632164, + 0.17848622798919678, + 0.43091005086898804 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.06202990934252739 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an antique Chinese teahouse with a dark mahogany floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are elderly people with silver hair sitting at a square table in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a purple clay teapot emitting steam between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a long shot and smoothly advance to an extreme close-up of the couple's eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the characters display genuine laughter with crow's feet appearing at the corners of their eyes?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899836450815201 + ], + "opposite_logprob_tokens": [ + -2.578998327255249 + ], + "logprob_reward": -0.07899836450815201, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899836450815201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09124373644590378, + 0.0386243537068367, + 0.02694900520145893, + 0.02464483492076397, + 0.04384325072169304, + 0.03293759003281593, + 0.030024828389286995, + 0.027183664962649345, + 0.24646739661693573, + 0.43808138370513916 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.07899836450815201 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_2/index_tensor([164, 164])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_2/index_tensor([164, 164])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e0d29bc9245e168de735f14e8278144d764a9e09 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_2/index_tensor([164, 164])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, ultra-wide-angle shot, filmed from the perspective of the rear passenger seat, captures a panoramic view of the car's interior, focusing on the dashboard and expansive front windshield, shrouded in harsh, direct sunlight. At the center of the frame, the black plastic rearview mirror becomes the focal point of intense action, jiggling violently and erratically on its ball-joint mount. This movement isn't a gentle jolt, but a frantic, high-frequency vibration that sends the entire assembly trembling. The scene captured by the reflective glass surface is a complete, indecipherable motion blur—a chaotic swirl of streaked colors and vibrating light from the rear window, rendered completely unrecognizable by the jarring movement. The static camera perspective contrasts sharply with the mirror's wild dance, creating an atmosphere of disorientation, tension, and instability, as if the vehicle is hurtling out of control over the rugged terrain.", + "seed": 15873, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_2/index_164_seed_15873_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.32650702954269945, + "vlm_logprob": -0.32650702954269945, + "vlm_yes_no_margin": 2.250000023841858, + "vlm_token_credit": -0.32650702954269945, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08360815048217773 + ], + "opposite_logprob_tokens": [ + -2.7086081504821777 + ], + "logprob_reward": -0.08360815048217773, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08360815048217773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15818676352500916, + 0.06668183207511902, + 0.043492209166288376, + 0.11576316505670547, + 0.23012425005435944, + 0.06622587144374847, + 0.18506693840026855, + 0.06761239469051361, + 0.03793884813785553, + 0.02890770137310028 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.08360815048217773 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17995089292526245 + ], + "opposite_logprob_tokens": [ + -1.8049509525299072 + ], + "logprob_reward": -0.17995089292526245, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17995089292526245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23460543155670166, + 0.13248561322689056, + 0.048337530344724655, + 0.07019061595201492, + 0.1201515644788742, + 0.1397477686405182, + 0.07482468336820602, + 0.09274036437273026, + 0.03775622695684433, + 0.04916024208068848 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.17995089292526245 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024994343984872103 + ], + "opposite_logprob_tokens": [ + -6.002499580383301 + ], + "logprob_reward": -0.0024994343984872103, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024994343984872103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12631936371326447, + 0.05060169845819473, + 0.06501618772745132, + 0.216228649020195, + 0.13081683218479156, + 0.1102619543671608, + 0.11288592219352722, + 0.08835887163877487, + 0.02172912284731865, + 0.07778138667345047 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.0024994343984872103 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236335277557373 + ], + "opposite_logprob_tokens": [ + -0.3486335277557373 + ], + "logprob_reward": -1.2236335277557373, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236335277557373, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14542506635189056, + 0.0347115620970726, + 0.030030187219381332, + 0.2484523355960846, + 0.05684135481715202, + 0.31144118309020996, + 0.034456752240657806, + 0.055062245577573776, + 0.023106660693883896, + 0.060472581535577774 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -1.2236335277557373 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284314215183258 + ], + "opposite_logprob_tokens": [ + -2.017843246459961 + ], + "logprob_reward": -0.14284314215183258, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14284314215183258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2601813077926636, + 0.1228957325220108, + 0.02080990932881832, + 0.08233954757452011, + 0.06788360327482224, + 0.21710854768753052, + 0.0694178119301796, + 0.06053272634744644, + 0.029995795339345932, + 0.06883509457111359 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.14284314215183258 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, ultra-wide-angle shot, filmed from the perspective of the rear passenger seat, captures a panoramic view of the car's interior, focusing on the dashboard and expansive front windshield, shrouded in harsh, direct sunlight. At the center of the frame, the black plastic rearview mirror becomes the focal point of intense action, jiggling violently and erratically on its ball-joint mount. This movement isn't a gentle jolt, but a frantic, high-frequency vibration that sends the entire assembly trembling. The scene captured by the reflective glass surface is a complete, indecipherable motion blur—a chaotic swirl of streaked colors and vibrating light from the rear window, rendered completely unrecognizable by the jarring movement. The static camera perspective contrasts sharply with the mirror's wild dance, creating an atmosphere of disorientation, tension, and instability, as if the vehicle is hurtling out of control over the rugged terrain.", + "seed": 15874, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_2/index_164_seed_15874_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.357690917653963, + "vlm_logprob": -0.357690917653963, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.357690917653963, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17687281966209412 + ], + "opposite_logprob_tokens": [ + -1.9268728494644165 + ], + "logprob_reward": -0.17687281966209412, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.17687281966209412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09288516640663147, + 0.02985699288547039, + 0.06436097621917725, + 0.14100033044815063, + 0.027427913621068, + 0.26805323362350464, + 0.23186340928077698, + 0.08496326953172684, + 0.03905078396201134, + 0.02053796499967575 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.17687281966209412 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328948140144348 + ], + "opposite_logprob_tokens": [ + -0.7578948140144348 + ], + "logprob_reward": -0.6328948140144348, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328948140144348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09175115823745728, + 0.04275418817996979, + 0.03321545198559761, + 0.06379963457584381, + 0.035078175365924835, + 0.04110587388277054, + 0.5916446447372437, + 0.009671859443187714, + 0.054885897785425186, + 0.036093153059482574 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.6328948140144348 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013509204145520926 + ], + "opposite_logprob_tokens": [ + -6.6263508796691895 + ], + "logprob_reward": -0.0013509204145520926, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013509204145520926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06284772604703903, + 0.03542879596352577, + 0.12443508952856064, + 0.17952373623847961, + 0.028417669236660004, + 0.198388934135437, + 0.045385729521512985, + 0.1673738807439804, + 0.12772460281848907, + 0.030473820865154266 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.0013509204145520926 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983268737792969 + ], + "opposite_logprob_tokens": [ + -0.5233268737792969 + ], + "logprob_reward": -0.8983268737792969, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983268737792969, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14648588001728058, + 0.050916705280542374, + 0.18548308312892914, + 0.10034682601690292, + 0.03558598458766937, + 0.08391717076301575, + 0.14190161228179932, + 0.17418432235717773, + 0.059376031160354614, + 0.021802473813295364 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.8983268737792969 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900916039943695 + ], + "opposite_logprob_tokens": [ + -2.5790090560913086 + ], + "logprob_reward": -0.07900916039943695, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900916039943695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3178936839103699, + 0.05994991958141327, + 0.1147940382361412, + 0.11409647017717361, + 0.02149602584540844, + 0.08556823432445526, + 0.10755636543035507, + 0.08133991062641144, + 0.06529997289180756, + 0.03200536593794823 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.07900916039943695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "static, ultra-wide-angle shot, filmed from the perspective of the rear passenger seat, captures a panoramic view of the car's interior, focusing on the dashboard and expansive front windshield, shrouded in harsh, direct sunlight. At the center of the frame, the black plastic rearview mirror becomes the focal point of intense action, jiggling violently and erratically on its ball-joint mount. This movement isn't a gentle jolt, but a frantic, high-frequency vibration that sends the entire assembly trembling. The scene captured by the reflective glass surface is a complete, indecipherable motion blur—a chaotic swirl of streaked colors and vibrating light from the rear window, rendered completely unrecognizable by the jarring movement. The static camera perspective contrasts sharply with the mirror's wild dance, creating an atmosphere of disorientation, tension, and instability, as if the vehicle is hurtling out of control over the rugged terrain.", + "seed": 15875, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_2/index_164_seed_15875_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.25006397180259227, + "vlm_logprob": -0.25006397180259227, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.25006397180259227, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11550040543079376 + ], + "opposite_logprob_tokens": [ + -2.3655004501342773 + ], + "logprob_reward": -0.11550040543079376, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.11550040543079376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08551932126283646, + 0.04359957203269005, + 0.07378285378217697, + 0.09296990185976028, + 0.3052590489387512, + 0.060554731637239456, + 0.053576454520225525, + 0.04190372675657272, + 0.15732397139072418, + 0.08551041781902313 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.11550040543079376 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743767976760864 + ], + "opposite_logprob_tokens": [ + -0.9743767976760864 + ], + "logprob_reward": -0.4743767976760864, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743767976760864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07623246312141418, + 0.06275781244039536, + 0.06820313632488251, + 0.02436385117471218, + 0.1444966197013855, + 0.15093713998794556, + 0.05908067524433136, + 0.03373046591877937, + 0.281351238489151, + 0.09884671866893768 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.4743767976760864 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005268855020403862 + ], + "opposite_logprob_tokens": [ + -5.2552690505981445 + ], + "logprob_reward": -0.005268855020403862, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005268855020403862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2428690791130066, + 0.06796810030937195, + 0.045785192400217056, + 0.07956831157207489, + 0.12154017388820648, + 0.1508440524339676, + 0.08790288120508194, + 0.024115432053804398, + 0.08061563223600388, + 0.09879115223884583 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.005268855020403862 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761650800704956 + ], + "opposite_logprob_tokens": [ + -0.8261650800704956 + ], + "logprob_reward": -0.5761650800704956, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761650800704956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10681349784135818, + 0.10647492110729218, + 0.03884048014879227, + 0.04993509128689766, + 0.15639425814151764, + 0.13330459594726562, + 0.1990736424922943, + 0.017543712630867958, + 0.05891977250576019, + 0.13270007073879242 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.5761650800704956 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900872081518173 + ], + "opposite_logprob_tokens": [ + -2.5790088176727295 + ], + "logprob_reward": -0.07900872081518173, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900872081518173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20727244019508362, + 0.09588907659053802, + 0.03215112164616585, + 0.038554128259420395, + 0.08270848542451859, + 0.21222302317619324, + 0.06239088624715805, + 0.019190941005945206, + 0.10318697243928909, + 0.14643296599388123 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.07900872081518173 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, ultra-wide-angle shot, filmed from the perspective of the rear passenger seat, captures a panoramic view of the car's interior, focusing on the dashboard and expansive front windshield, shrouded in harsh, direct sunlight. At the center of the frame, the black plastic rearview mirror becomes the focal point of intense action, jiggling violently and erratically on its ball-joint mount. This movement isn't a gentle jolt, but a frantic, high-frequency vibration that sends the entire assembly trembling. The scene captured by the reflective glass surface is a complete, indecipherable motion blur—a chaotic swirl of streaked colors and vibrating light from the rear window, rendered completely unrecognizable by the jarring movement. The static camera perspective contrasts sharply with the mirror's wild dance, creating an atmosphere of disorientation, tension, and instability, as if the vehicle is hurtling out of control over the rugged terrain.", + "seed": 15876, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_2/index_164_seed_15876_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.29952351013198497, + "vlm_logprob": -0.29952351013198497, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.29952351013198497, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07954303920269012 + ], + "opposite_logprob_tokens": [ + -2.829543113708496 + ], + "logprob_reward": -0.07954303920269012, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07954303920269012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20731838047504425, + 0.06962833553552628, + 0.21192246675491333, + 0.08776270598173141, + 0.07595768570899963, + 0.03749740868806839, + 0.03460558503866196, + 0.053997013717889786, + 0.17514057457447052, + 0.04616980627179146 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.07954303920269012 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16041074693202972 + ], + "opposite_logprob_tokens": [ + -1.910410761833191 + ], + "logprob_reward": -0.16041074693202972, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16041074693202972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22892367839813232, + 0.11745413392782211, + 0.08121830970048904, + 0.11024339497089386, + 0.17395097017288208, + 0.05160577595233917, + 0.019696054980158806, + 0.044034507125616074, + 0.144958034157753, + 0.027915095910429955 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.16041074693202972 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638887036591768 + ], + "opposite_logprob_tokens": [ + -4.882638931274414 + ], + "logprob_reward": -0.007638887036591768, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638887036591768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1909743994474411, + 0.07879195362329483, + 0.2902889549732208, + 0.046606022864580154, + 0.09635753184556961, + 0.08709201961755753, + 0.01839756965637207, + 0.06455723196268082, + 0.08682729303836823, + 0.040107011795043945 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.007638887036591768 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370521783828735 + ], + "opposite_logprob_tokens": [ + -0.3870522081851959 + ], + "logprob_reward": -1.1370521783828735, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370521783828735, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20236486196517944, + 0.07581289112567902, + 0.11351275444030762, + 0.11210643500089645, + 0.1708724945783615, + 0.11008752137422562, + 0.024096425622701645, + 0.03608853742480278, + 0.10935251414775848, + 0.04570557922124863 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -1.1370521783828735 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera perspective from the rear passenger seat looking forward at the dashboard and windshield?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene illuminated by harsh, direct sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the black plastic rearview mirror visible at the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the rearview mirror jiggling violently with high-frequency vibration on its mount?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the reflection in the rearview mirror a chaotic motion blur of streaked colors?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129726991057396 + ], + "opposite_logprob_tokens": [ + -2.2379727363586426 + ], + "logprob_reward": -0.1129726991057396, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129726991057396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27889496088027954, + 0.10256408154964447, + 0.10828444361686707, + 0.1314292699098587, + 0.09485956281423569, + 0.06926143914461136, + 0.026242727413773537, + 0.08553554862737656, + 0.0731816291809082, + 0.029746338725090027 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.1129726991057396 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_3/index_tensor([9897, 9897])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_3/index_tensor([9897, 9897])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..775adba36349b83f46cb9b992965595991f7d630 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_3/index_tensor([9897, 9897])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning time-lapse shot rendered in the beautiful Pixar cartoon style, the camera begins at a slightly low angle in a slow 360-degree orbit, circling a young man standing alone atop a windswept, grassy hilltop. He has dark, slightly tousled hair, a strand of which flutters and settles in the steady breeze. His features are soft and expressive, and his large, contemplative eyes gaze into the distance with a longing expression. He wears a simple dark gray hoodie made of soft, felt-like material that ripples gently in the wind, his posture still and contemplative. As the camera rotates around him, the vast, star-studded ribbon of the Milky Way swirls majestically across the deep blue night sky in a breathtakingly accelerated motion. The Milky Way's core, a brilliant swirl of magenta, violet, and cosmic dust, shimmers with a soft, ethereal glow, casting a cool, magical light that illuminates one side of his face and creates a subtle rim light around his silhouette. The rolling hilltops are covered with deep green grass that sways in a synchronized, flowing dance. Amidst this cosmic spectacle, a delicate pink cherry blossom petal, carried by the breeze, gracefully flutters and tumbles across the frame, creating fleeting bursts of color in an atmosphere of grandeur, tranquility, and profound wonder.", + "seed": 3632, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_3/index_9897_seed_3632_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1346210503950715, + "vlm_logprob": -0.1346210503950715, + "vlm_yes_no_margin": 2.4, + "vlm_token_credit": -0.1346210503950715, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31629863381385803 + ], + "opposite_logprob_tokens": [ + -1.3162986040115356 + ], + "logprob_reward": -0.31629863381385803, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31629863381385803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08979221433401108, + 0.02648565173149109, + 0.02115822024643421, + 0.011444895528256893, + 0.10856432467699051, + 0.1885758340358734, + 0.09355371445417404, + 0.36404165625572205, + 0.07777450233697891, + 0.018608931452035904 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.31629863381385803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015700340270996 + ], + "opposite_logprob_tokens": [ + -1.7015700340270996 + ], + "logprob_reward": -0.2015700340270996, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015700340270996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09404740482568741, + 0.06100095808506012, + 0.04654664173722267, + 0.03974252939224243, + 0.07682165503501892, + 0.5123457312583923, + 0.053115952759981155, + 0.08201367408037186, + 0.019713908433914185, + 0.01465153694152832 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.2015700340270996 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900398224592209 + ], + "opposite_logprob_tokens": [ + -2.5790040493011475 + ], + "logprob_reward": -0.07900398224592209, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900398224592209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06728367507457733, + 0.03765369951725006, + 0.030394675210118294, + 0.02494700625538826, + 0.04461956396698952, + 0.5485703945159912, + 0.044380974024534225, + 0.15664207935333252, + 0.025296026840806007, + 0.020211873576045036 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.07900398224592209 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192831702530384 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014192831702530384, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192831702530384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07108909636735916, + 0.04150667414069176, + 0.05073213204741478, + 0.028837494552135468, + 0.06221793219447136, + 0.5253596305847168, + 0.059954605996608734, + 0.0512806735932827, + 0.02833654172718525, + 0.08068519085645676 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.014192831702530384 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203977018594742 + ], + "opposite_logprob_tokens": [ + -2.812039852142334 + ], + "logprob_reward": -0.06203977018594742, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203977018594742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07382580637931824, + 0.052819881588220596, + 0.060290731489658356, + 0.021717939525842667, + 0.06810285151004791, + 0.24885381758213043, + 0.15830808877944946, + 0.2816685140132904, + 0.013764551840722561, + 0.020647846162319183 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.06203977018594742 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning time-lapse shot rendered in the beautiful Pixar cartoon style, the camera begins at a slightly low angle in a slow 360-degree orbit, circling a young man standing alone atop a windswept, grassy hilltop. He has dark, slightly tousled hair, a strand of which flutters and settles in the steady breeze. His features are soft and expressive, and his large, contemplative eyes gaze into the distance with a longing expression. He wears a simple dark gray hoodie made of soft, felt-like material that ripples gently in the wind, his posture still and contemplative. As the camera rotates around him, the vast, star-studded ribbon of the Milky Way swirls majestically across the deep blue night sky in a breathtakingly accelerated motion. The Milky Way's core, a brilliant swirl of magenta, violet, and cosmic dust, shimmers with a soft, ethereal glow, casting a cool, magical light that illuminates one side of his face and creates a subtle rim light around his silhouette. The rolling hilltops are covered with deep green grass that sways in a synchronized, flowing dance. Amidst this cosmic spectacle, a delicate pink cherry blossom petal, carried by the breeze, gracefully flutters and tumbles across the frame, creating fleeting bursts of color in an atmosphere of grandeur, tranquility, and profound wonder.", + "seed": 3633, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_3/index_9897_seed_3633_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.24798326417803765, + "vlm_logprob": -0.24798326417803765, + "vlm_yes_no_margin": 1.7, + "vlm_token_credit": -0.24798326417803765, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31763914227485657 + ], + "opposite_logprob_tokens": [ + -1.3176391124725342 + ], + "logprob_reward": -0.31763914227485657, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31763914227485657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2618451416492462, + 0.12185725569725037, + 0.06601797044277191, + 0.09242633730173111, + 0.04749539867043495, + 0.045926086604595184, + 0.0584978424012661, + 0.16703693568706512, + 0.09403196722269058, + 0.044865064322948456 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.31763914227485657 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327846646308899 + ], + "opposite_logprob_tokens": [ + -0.7577846646308899 + ], + "logprob_reward": -0.6327846646308899, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327846646308899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18896622955799103, + 0.07102244347333908, + 0.05191320180892944, + 0.0831749215722084, + 0.04098653048276901, + 0.13616794347763062, + 0.08383826911449432, + 0.1242600604891777, + 0.14338058233261108, + 0.0762898325920105 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.6327846646308899 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11297174543142319 + ], + "opposite_logprob_tokens": [ + -2.237971782684326 + ], + "logprob_reward": -0.11297174543142319, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11297174543142319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30516350269317627, + 0.08670970052480698, + 0.06841930747032166, + 0.04862260818481445, + 0.0901370495557785, + 0.10427079349756241, + 0.0644272118806839, + 0.10961610078811646, + 0.06519481539726257, + 0.05743894726037979 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.11297174543142319 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371204808354378 + ], + "opposite_logprob_tokens": [ + -3.408712148666382 + ], + "logprob_reward": -0.03371204808354378, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371204808354378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1741677224636078, + 0.29370224475860596, + 0.0964023768901825, + 0.15764234960079193, + 0.06600143015384674, + 0.02666577510535717, + 0.018979625776410103, + 0.03350019082427025, + 0.03171859309077263, + 0.10121965408325195 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.03371204808354378 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428087204694748 + ], + "opposite_logprob_tokens": [ + -2.017808675765991 + ], + "logprob_reward": -0.1428087204694748, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428087204694748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13133487105369568, + 0.23230944573879242, + 0.03984660282731056, + 0.12998469173908234, + 0.03393207862973213, + 0.11966341733932495, + 0.12820734083652496, + 0.059918493032455444, + 0.0701126828789711, + 0.05469034984707832 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.1428087204694748 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning time-lapse shot rendered in the beautiful Pixar cartoon style, the camera begins at a slightly low angle in a slow 360-degree orbit, circling a young man standing alone atop a windswept, grassy hilltop. He has dark, slightly tousled hair, a strand of which flutters and settles in the steady breeze. His features are soft and expressive, and his large, contemplative eyes gaze into the distance with a longing expression. He wears a simple dark gray hoodie made of soft, felt-like material that ripples gently in the wind, his posture still and contemplative. As the camera rotates around him, the vast, star-studded ribbon of the Milky Way swirls majestically across the deep blue night sky in a breathtakingly accelerated motion. The Milky Way's core, a brilliant swirl of magenta, violet, and cosmic dust, shimmers with a soft, ethereal glow, casting a cool, magical light that illuminates one side of his face and creates a subtle rim light around his silhouette. The rolling hilltops are covered with deep green grass that sways in a synchronized, flowing dance. Amidst this cosmic spectacle, a delicate pink cherry blossom petal, carried by the breeze, gracefully flutters and tumbles across the frame, creating fleeting bursts of color in an atmosphere of grandeur, tranquility, and profound wonder.", + "seed": 3634, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_3/index_9897_seed_3634_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.25359644293785094, + "vlm_logprob": -0.25359644293785094, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.25359644293785094, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3521071970462799 + ], + "opposite_logprob_tokens": [ + -1.2271071672439575 + ], + "logprob_reward": -0.3521071970462799, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3521071970462799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1337078958749771, + 0.09391245990991592, + 0.10727821290493011, + 0.045819271355867386, + 0.07958374172449112, + 0.055636972188949585, + 0.12356934696435928, + 0.20002640783786774, + 0.04795826971530914, + 0.1125074028968811 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.3521071970462799 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577793598175049 + ], + "opposite_logprob_tokens": [ + -0.6327793598175049 + ], + "logprob_reward": -0.7577793598175049, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577793598175049, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08688044548034668, + 0.09171591699123383, + 0.08393441885709763, + 0.04784294590353966, + 0.10468700528144836, + 0.06647229939699173, + 0.11063237488269806, + 0.07578369230031967, + 0.2744791805744171, + 0.05757160484790802 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.7577793598175049 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032660514116287 + ], + "opposite_logprob_tokens": [ + -2.3503265380859375 + ], + "logprob_reward": -0.10032660514116287, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032660514116287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13194717466831207, + 0.1110369861125946, + 0.05367753282189369, + 0.05453777313232422, + 0.09835770726203918, + 0.04996681958436966, + 0.12154348194599152, + 0.14780592918395996, + 0.15782929956912994, + 0.07329733669757843 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.10032660514116287 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028194934129714966 + ], + "opposite_logprob_tokens": [ + -5.877819538116455 + ], + "logprob_reward": -0.0028194934129714966, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028194934129714966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12629744410514832, + 0.03783401846885681, + 0.1938648670911789, + 0.04316544532775879, + 0.30806130170822144, + 0.046141065657138824, + 0.062219467014074326, + 0.07060259580612183, + 0.07126738876104355, + 0.04054637625813484 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.0028194934129714966 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549495592713356 + ], + "opposite_logprob_tokens": [ + -2.9299495220184326 + ], + "logprob_reward": -0.0549495592713356, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549495592713356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02766995318233967, + 0.05344882607460022, + 0.039864521473646164, + 0.03084612637758255, + 0.7217118740081787, + 0.014085483737289906, + 0.02818293496966362, + 0.022594701498746872, + 0.030291710048913956, + 0.031303904950618744 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.0549495592713356 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning time-lapse shot rendered in the beautiful Pixar cartoon style, the camera begins at a slightly low angle in a slow 360-degree orbit, circling a young man standing alone atop a windswept, grassy hilltop. He has dark, slightly tousled hair, a strand of which flutters and settles in the steady breeze. His features are soft and expressive, and his large, contemplative eyes gaze into the distance with a longing expression. He wears a simple dark gray hoodie made of soft, felt-like material that ripples gently in the wind, his posture still and contemplative. As the camera rotates around him, the vast, star-studded ribbon of the Milky Way swirls majestically across the deep blue night sky in a breathtakingly accelerated motion. The Milky Way's core, a brilliant swirl of magenta, violet, and cosmic dust, shimmers with a soft, ethereal glow, casting a cool, magical light that illuminates one side of his face and creates a subtle rim light around his silhouette. The rolling hilltops are covered with deep green grass that sways in a synchronized, flowing dance. Amidst this cosmic spectacle, a delicate pink cherry blossom petal, carried by the breeze, gracefully flutters and tumbles across the frame, creating fleeting bursts of color in an atmosphere of grandeur, tranquility, and profound wonder.", + "seed": 3635, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_3/index_9897_seed_3635_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.34345895862206816, + "vlm_logprob": -0.34345895862206816, + "vlm_yes_no_margin": 1.899999976158142, + "vlm_token_credit": -0.34345895862206816, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3894440829753876 + ], + "opposite_logprob_tokens": [ + -1.13944411277771 + ], + "logprob_reward": -0.3894440829753876, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3894440829753876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28739771246910095, + 0.05543220043182373, + 0.05571465566754341, + 0.03916744142770767, + 0.0552767738699913, + 0.07944031804800034, + 0.11142505705356598, + 0.1872350424528122, + 0.054943762719631195, + 0.07396712899208069 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.3894440829753876 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538625717163086 + ], + "opposite_logprob_tokens": [ + -0.4288625419139862 + ], + "logprob_reward": -1.0538625717163086, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538625717163086, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15238161385059357, + 0.05422002822160721, + 0.03022015281021595, + 0.040614351630210876, + 0.14865584671497345, + 0.10887772589921951, + 0.07761712372303009, + 0.12524954974651337, + 0.2203156054019928, + 0.04184800758957863 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -1.0538625717163086 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14285047352313995 + ], + "opposite_logprob_tokens": [ + -2.017850399017334 + ], + "logprob_reward": -0.14285047352313995, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14285047352313995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23334501683712006, + 0.07556179910898209, + 0.06524336338043213, + 0.04547124356031418, + 0.06592004001140594, + 0.1474304348230362, + 0.1148356944322586, + 0.06335953623056412, + 0.1305502951145172, + 0.05828249827027321 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.14285047352313995 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094432573765516 + ], + "opposite_logprob_tokens": [ + -5.50409460067749 + ], + "logprob_reward": -0.004094432573765516, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094432573765516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29741042852401733, + 0.10996228456497192, + 0.08064168691635132, + 0.09896844625473022, + 0.06529755145311356, + 0.08364931493997574, + 0.07381802797317505, + 0.04221087321639061, + 0.08426909148693085, + 0.06377231329679489 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.004094432573765516 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style a Pixar cartoon style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera performing a slow 360-degree orbit around a young man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the young man wearing a dark gray hoodie made of soft, felt-like material?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a deep blue night sky featuring a swirling Milky Way with magenta and violet colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a delicate pink cherry blossom petal visible fluttering across the frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270432323217392 + ], + "opposite_logprob_tokens": [ + -2.1270432472229004 + ], + "logprob_reward": -0.1270432323217392, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270432323217392, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17012643814086914, + 0.06829524040222168, + 0.0767357274889946, + 0.04906608909368515, + 0.17443256080150604, + 0.07721573114395142, + 0.08481345325708389, + 0.12891197204589844, + 0.13919597864151, + 0.03120676800608635 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.1270432323217392 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_4/index_tensor([9859, 9859])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_4/index_tensor([9859, 9859])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e24b450cc016715d7c646d07c2c4d196683b1a8d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_4/index_tensor([9859, 9859])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tense, first-person perspective shot rapidly follows a fleeing Brazilian tree snail. Under the cool, diffuse light characteristic of an overcast day, the snail struggles to advance across a broad, distinctly veined, dark green tropical leaf. Its spiral shell, adorned with striking stripes ranging from dark brown to russet, has a smooth, moist sheen, contrasting sharply with its fully extended, supple, translucent flesh-colored body. The leaf's surface is coated in a layer of shimmering water droplets, reflecting the cool daylight, some of which slowly trickle down its veins. As the camera approaches, the snail's body can be seen contracting and expanding in waves, leaving a trail of mucus in its wake that shimmers in the cold light. The background is a blurry, dark green and brown patchwork of other moist vegetation. The entire scene is imbued with a sense of microscopic dynamics and a sense of immersive pressure, as if the viewer is personally chasing this tiny creature desperately struggling for survival in the humid jungle floor.", + "seed": 31998, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_4/index_9859_seed_31998_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17044441346079112, + "vlm_logprob": -0.17044441346079112, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.17044441346079112, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7597597241401672 + ], + "opposite_logprob_tokens": [ + -0.6347597241401672 + ], + "logprob_reward": -0.7597597241401672, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7597597241401672, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11501168459653854, + 0.07894222438335419, + 0.03944303095340729, + 0.048904746770858765, + 0.1233229786157608, + 0.10854046046733856, + 0.1162375807762146, + 0.14626264572143555, + 0.18202441930770874, + 0.04131022095680237 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.7597597241401672 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002505142241716385 + ], + "opposite_logprob_tokens": [ + -6.002505302429199 + ], + "logprob_reward": -0.002505142241716385, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002505142241716385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18544651567935944, + 0.10623468458652496, + 0.07766175270080566, + 0.05533754453063011, + 0.08084212988615036, + 0.22001340985298157, + 0.050638750195503235, + 0.0592300184071064, + 0.11287194490432739, + 0.05172321945428848 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.002505142241716385 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048644330352544785 + ], + "opposite_logprob_tokens": [ + -3.0486443042755127 + ], + "logprob_reward": -0.048644330352544785, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048644330352544785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20793771743774414, + 0.052387818694114685, + 0.07092694938182831, + 0.02186962030827999, + 0.14021508395671844, + 0.16417045891284943, + 0.03911168500781059, + 0.08335752040147781, + 0.06943397223949432, + 0.15058913826942444 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.048644330352544785 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369303047657013 + ], + "opposite_logprob_tokens": [ + -3.4086930751800537 + ], + "logprob_reward": -0.03369303047657013, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369303047657013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14698651432991028, + 0.09699995815753937, + 0.06613926589488983, + 0.08356290310621262, + 0.0872991681098938, + 0.30506008863449097, + 0.07457905262708664, + 0.060348525643348694, + 0.05228739604353905, + 0.02673713117837906 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.03369303047657013 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00761984009295702 + ], + "opposite_logprob_tokens": [ + -4.882619857788086 + ], + "logprob_reward": -0.00761984009295702, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00761984009295702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24903540313243866, + 0.06710604578256607, + 0.05672423914074898, + 0.12814629077911377, + 0.07827392965555191, + 0.19631552696228027, + 0.05137062072753906, + 0.04149241745471954, + 0.08735007047653198, + 0.04418546333909035 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.00761984009295702 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tense, first-person perspective shot rapidly follows a fleeing Brazilian tree snail. Under the cool, diffuse light characteristic of an overcast day, the snail struggles to advance across a broad, distinctly veined, dark green tropical leaf. Its spiral shell, adorned with striking stripes ranging from dark brown to russet, has a smooth, moist sheen, contrasting sharply with its fully extended, supple, translucent flesh-colored body. The leaf's surface is coated in a layer of shimmering water droplets, reflecting the cool daylight, some of which slowly trickle down its veins. As the camera approaches, the snail's body can be seen contracting and expanding in waves, leaving a trail of mucus in its wake that shimmers in the cold light. The background is a blurry, dark green and brown patchwork of other moist vegetation. The entire scene is imbued with a sense of microscopic dynamics and a sense of immersive pressure, as if the viewer is personally chasing this tiny creature desperately struggling for survival in the humid jungle floor.", + "seed": 31999, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_4/index_9859_seed_31999_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.24085078136995436, + "vlm_logprob": -0.24085078136995436, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.24085078136995436, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.137902021408081 + ], + "opposite_logprob_tokens": [ + -0.38790205121040344 + ], + "logprob_reward": -1.137902021408081, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.137902021408081, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0838179811835289, + 0.0378350131213665, + 0.05738479271531105, + 0.0576891228556633, + 0.04611453041434288, + 0.061905425041913986, + 0.06976022571325302, + 0.025224516168236732, + 0.5377175211906433, + 0.02255084179341793 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -1.137902021408081 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041167521849274635 + ], + "opposite_logprob_tokens": [ + -5.504116535186768 + ], + "logprob_reward": -0.0041167521849274635, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0041167521849274635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07648409157991409, + 0.1502610296010971, + 0.052456315606832504, + 0.08443816751241684, + 0.06828465312719345, + 0.07977333664894104, + 0.07878357172012329, + 0.07808982580900192, + 0.29629015922546387, + 0.03513886407017708 + ], + "top_frames": [ + 8, + 1, + 3 + ], + "selected_reward": -0.0041167521849274635 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023290403187274933 + ], + "opposite_logprob_tokens": [ + -3.7732903957366943 + ], + "logprob_reward": -0.023290403187274933, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023290403187274933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1378767043352127, + 0.06755559891462326, + 0.038609206676483154, + 0.08055219054222107, + 0.07049291580915451, + 0.11950582265853882, + 0.2192804366350174, + 0.03672962263226509, + 0.19257429242134094, + 0.03682314604520798 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.023290403187274933 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369982913136482 + ], + "opposite_logprob_tokens": [ + -3.4086997509002686 + ], + "logprob_reward": -0.03369982913136482, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369982913136482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19112224876880646, + 0.10072661936283112, + 0.05495360493659973, + 0.15809406340122223, + 0.0633774995803833, + 0.04807644337415695, + 0.12126438319683075, + 0.026841839775443077, + 0.13797985017299652, + 0.0975634902715683 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.03369982913136482 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005244900938123465 + ], + "opposite_logprob_tokens": [ + -5.255244731903076 + ], + "logprob_reward": -0.005244900938123465, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005244900938123465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2129146158695221, + 0.27582138776779175, + 0.04018757864832878, + 0.04584972932934761, + 0.03213176131248474, + 0.04749647155404091, + 0.0948387011885643, + 0.048395149409770966, + 0.15441109240055084, + 0.04795347899198532 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.005244900938123465 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tense, first-person perspective shot rapidly follows a fleeing Brazilian tree snail. Under the cool, diffuse light characteristic of an overcast day, the snail struggles to advance across a broad, distinctly veined, dark green tropical leaf. Its spiral shell, adorned with striking stripes ranging from dark brown to russet, has a smooth, moist sheen, contrasting sharply with its fully extended, supple, translucent flesh-colored body. The leaf's surface is coated in a layer of shimmering water droplets, reflecting the cool daylight, some of which slowly trickle down its veins. As the camera approaches, the snail's body can be seen contracting and expanding in waves, leaving a trail of mucus in its wake that shimmers in the cold light. The background is a blurry, dark green and brown patchwork of other moist vegetation. The entire scene is imbued with a sense of microscopic dynamics and a sense of immersive pressure, as if the viewer is personally chasing this tiny creature desperately struggling for survival in the humid jungle floor.", + "seed": 32000, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_4/index_9859_seed_32000_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1502250214572996, + "vlm_logprob": -0.1502250214572996, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.1502250214572996, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6957162022590637 + ], + "opposite_logprob_tokens": [ + -0.6957162022590637 + ], + "logprob_reward": -0.6957162022590637, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6957162022590637, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04571648687124252, + 0.020348137244582176, + 0.03492354601621628, + 0.03717545419931412, + 0.02094791643321514, + 0.020052121952176094, + 0.1620142012834549, + 0.046287499368190765, + 0.5973124504089355, + 0.015222259797155857 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.6957162022590637 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022150760050863028 + ], + "opposite_logprob_tokens": [ + -6.1272149085998535 + ], + "logprob_reward": -0.0022150760050863028, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022150760050863028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027369938790798187, + 0.01764100231230259, + 0.05656694993376732, + 0.018463807180523872, + 0.011895273812115192, + 0.02052805759012699, + 0.018766608089208603, + 0.02253502607345581, + 0.7766239643096924, + 0.029609374701976776 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.0022150760050863028 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799016192555428 + ], + "opposite_logprob_tokens": [ + -3.529798984527588 + ], + "logprob_reward": -0.029799016192555428, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799016192555428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02313614822924137, + 0.02485649287700653, + 0.0181869026273489, + 0.022095128893852234, + 0.01712379790842533, + 0.02096119523048401, + 0.09148281812667847, + 0.025849150493741035, + 0.7275108098983765, + 0.028797490522265434 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.029799016192555428 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058090642094612 + ], + "opposite_logprob_tokens": [ + -3.895581007003784 + ], + "logprob_reward": -0.02058090642094612, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058090642094612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0200890451669693, + 0.011255267076194286, + 0.01053055003285408, + 0.006192998960614204, + 0.010195794515311718, + 0.00620749406516552, + 0.02785092033445835, + 0.006426290608942509, + 0.8413674831390381, + 0.059884119778871536 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.02058090642094612 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028139064088463783 + ], + "opposite_logprob_tokens": [ + -5.877813816070557 + ], + "logprob_reward": -0.0028139064088463783, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028139064088463783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0848909392952919, + 0.009867226704955101, + 0.016232747584581375, + 0.009495329111814499, + 0.011198244988918304, + 0.012732104398310184, + 0.10573547333478928, + 0.027631791308522224, + 0.7011852264404297, + 0.021030990406870842 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.0028139064088463783 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tense, first-person perspective shot rapidly follows a fleeing Brazilian tree snail. Under the cool, diffuse light characteristic of an overcast day, the snail struggles to advance across a broad, distinctly veined, dark green tropical leaf. Its spiral shell, adorned with striking stripes ranging from dark brown to russet, has a smooth, moist sheen, contrasting sharply with its fully extended, supple, translucent flesh-colored body. The leaf's surface is coated in a layer of shimmering water droplets, reflecting the cool daylight, some of which slowly trickle down its veins. As the camera approaches, the snail's body can be seen contracting and expanding in waves, leaving a trail of mucus in its wake that shimmers in the cold light. The background is a blurry, dark green and brown patchwork of other moist vegetation. The entire scene is imbued with a sense of microscopic dynamics and a sense of immersive pressure, as if the viewer is personally chasing this tiny creature desperately struggling for survival in the humid jungle floor.", + "seed": 32001, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_4/index_9859_seed_32001_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.13185901809483766, + "vlm_logprob": -0.13185901809483766, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.13185901809483766, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5784221887588501 + ], + "opposite_logprob_tokens": [ + -0.8284221887588501 + ], + "logprob_reward": -0.5784221887588501, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5784221887588501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33310624957084656, + 0.04112013429403305, + 0.20307418704032898, + 0.18208521604537964, + 0.06496119499206543, + 0.030160995200276375, + 0.05006219819188118, + 0.04459312930703163, + 0.018979351967573166, + 0.03185737133026123 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.5784221887588501 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006753476802259684 + ], + "opposite_logprob_tokens": [ + -5.006753444671631 + ], + "logprob_reward": -0.006753476802259684, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006753476802259684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06265848875045776, + 0.06770211458206177, + 0.03605492413043976, + 0.2852025330066681, + 0.0854797214269638, + 0.07100926339626312, + 0.07154562324285507, + 0.10113846510648727, + 0.11203094571828842, + 0.1071779653429985 + ], + "top_frames": [ + 3, + 8, + 9 + ], + "selected_reward": -0.006753476802259684 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033692337572574615 + ], + "opposite_logprob_tokens": [ + -3.4086923599243164 + ], + "logprob_reward": -0.033692337572574615, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033692337572574615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07643985003232956, + 0.048867177218198776, + 0.04440426826477051, + 0.2901732623577118, + 0.2119993269443512, + 0.07201696932315826, + 0.092437744140625, + 0.027453314512968063, + 0.09787674993276596, + 0.03833135589957237 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.033692337572574615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369729220867157 + ], + "opposite_logprob_tokens": [ + -3.4086973667144775 + ], + "logprob_reward": -0.03369729220867157, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369729220867157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06798586249351501, + 0.03225981071591377, + 0.053575851023197174, + 0.10349123179912567, + 0.056288279592990875, + 0.066489577293396, + 0.050544917583465576, + 0.08789466321468353, + 0.2872847318649292, + 0.1941850632429123 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.03369729220867157 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot presented from a first-person perspective rapidly following a Brazilian tree snail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snail moving across a broad, dark green tropical leaf with distinctly visible veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the snail's shell display smooth, moist stripes ranging from dark brown to russet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the leaf surface coated in shimmering water droplets that reflect cool daylight and trickle down the veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a blurry patchwork of dark green and brown moist vegetation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729795131832361 + ], + "opposite_logprob_tokens": [ + -5.006729602813721 + ], + "logprob_reward": -0.006729795131832361, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729795131832361, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11362718790769577, + 0.11468618363142014, + 0.04843580722808838, + 0.14337968826293945, + 0.07057426869869232, + 0.052032966166734695, + 0.08910298347473145, + 0.07280001044273376, + 0.13626551628112793, + 0.15909534692764282 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.006729795131832361 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_5/index_tensor([4685, 4685])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_5/index_tensor([4685, 4685])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4c83e833edc359a4d181222d2c40ade748d37c1a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_5/index_tensor([4685, 4685])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static macro close-up depicts a perfectly hemispherical mass of thick, dark syrup falling onto the pristine, high-gloss surface of a white ceramic plate tilted at a gentle angle. Soft, indirect daylight from a sidelight bathes the scene, creating a lustrous, mirror-like sheen on the syrup's viscous surface and casting subtle, soft-edged shadows beneath. The syrup itself is a deep, rich mahogany color, so dark it's almost opaque, but its curved edges catch the light, revealing a translucent amber hue. Initially still, it momentarily maintains its perfect shape before succumbing to gravity; a thick tendril begins to ooze relentlessly downward, extending deliberately across the smooth ceramic. As the bulk of the syrup slowly liquefies and spreads, its leading edge advances in a syrupy, unhurried wave, the entire movement creating an atmosphere of mesmerization and concentration. The flow gradually slows, the black liquid pooling slightly at the bottom of its path before fully shimmering, capturing a tranquil and satisfying moment of movement.", + "seed": 6104, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_5/index_4685_seed_6104_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0126003488432616, + "vlm_logprob": -0.0126003488432616, + "vlm_yes_no_margin": 4.75, + "vlm_token_credit": -0.0126003488432616, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01626366749405861 + ], + "opposite_logprob_tokens": [ + -4.766263484954834 + ], + "logprob_reward": -0.01626366749405861, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.01626366749405861, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19176489114761353, + 0.149312824010849, + 0.038916271179914474, + 0.11889739334583282, + 0.0729440450668335, + 0.18757914006710052, + 0.052173297852277756, + 0.09328799694776535, + 0.021842041984200478, + 0.07328208535909653 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.01626366749405861 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012582441791892052 + ], + "opposite_logprob_tokens": [ + -4.387582302093506 + ], + "logprob_reward": -0.012582441791892052, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012582441791892052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1826837956905365, + 0.08358287066221237, + 0.03907572850584984, + 0.055101633071899414, + 0.039097364991903305, + 0.16307207942008972, + 0.23947133123874664, + 0.046759992837905884, + 0.09489576518535614, + 0.056259483098983765 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.012582441791892052 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651395328342915 + ], + "opposite_logprob_tokens": [ + -4.758651256561279 + ], + "logprob_reward": -0.008651395328342915, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651395328342915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14345233142375946, + 0.2560083866119385, + 0.07848219573497772, + 0.048733942210674286, + 0.07671672850847244, + 0.09341014921665192, + 0.09723123908042908, + 0.038737162947654724, + 0.119459368288517, + 0.047768548130989075 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.008651395328342915 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303912952542305 + ], + "opposite_logprob_tokens": [ + -3.773303985595703 + ], + "logprob_reward": -0.023303912952542305, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303912952542305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10650517791509628, + 0.1271098107099533, + 0.05549140274524689, + 0.08153028786182404, + 0.0852280929684639, + 0.15470951795578003, + 0.07496848702430725, + 0.07318971306085587, + 0.16635829210281372, + 0.07490924000740051 + ], + "top_frames": [ + 8, + 5, + 1 + ], + "selected_reward": -0.023303912952542305 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022003266494721174 + ], + "opposite_logprob_tokens": [ + -6.127200126647949 + ], + "logprob_reward": -0.0022003266494721174, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022003266494721174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23270225524902344, + 0.06771336495876312, + 0.06331410259008408, + 0.05615082010626793, + 0.06223232299089432, + 0.13283678889274597, + 0.047229163348674774, + 0.07099620252847672, + 0.1571601927280426, + 0.10966482013463974 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.0022003266494721174 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static macro close-up depicts a perfectly hemispherical mass of thick, dark syrup falling onto the pristine, high-gloss surface of a white ceramic plate tilted at a gentle angle. Soft, indirect daylight from a sidelight bathes the scene, creating a lustrous, mirror-like sheen on the syrup's viscous surface and casting subtle, soft-edged shadows beneath. The syrup itself is a deep, rich mahogany color, so dark it's almost opaque, but its curved edges catch the light, revealing a translucent amber hue. Initially still, it momentarily maintains its perfect shape before succumbing to gravity; a thick tendril begins to ooze relentlessly downward, extending deliberately across the smooth ceramic. As the bulk of the syrup slowly liquefies and spreads, its leading edge advances in a syrupy, unhurried wave, the entire movement creating an atmosphere of mesmerization and concentration. The flow gradually slows, the black liquid pooling slightly at the bottom of its path before fully shimmering, capturing a tranquil and satisfying moment of movement.", + "seed": 6105, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_5/index_4685_seed_6105_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13760425038635732, + "vlm_logprob": -0.13760425038635732, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.13760425038635732, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025195002555847168 + ], + "opposite_logprob_tokens": [ + -3.9001951217651367 + ], + "logprob_reward": -0.025195002555847168, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.025195002555847168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15769262611865997, + 0.050631292164325714, + 0.08265821635723114, + 0.055161118507385254, + 0.07187699526548386, + 0.03944076597690582, + 0.10873415321111679, + 0.1229127049446106, + 0.23685646057128906, + 0.07403562217950821 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.025195002555847168 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012571141123771667 + ], + "opposite_logprob_tokens": [ + -4.387571334838867 + ], + "logprob_reward": -0.012571141123771667, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012571141123771667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1027386486530304, + 0.07882476598024368, + 0.09223829209804535, + 0.056143973022699356, + 0.06044116988778114, + 0.03554944694042206, + 0.16200312972068787, + 0.12416018545627594, + 0.20315279066562653, + 0.08474758267402649 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.012571141123771667 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328436732292175 + ], + "opposite_logprob_tokens": [ + -0.7578436732292175 + ], + "logprob_reward": -0.6328436732292175, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328436732292175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13605892658233643, + 0.18318431079387665, + 0.07379456609487534, + 0.037109605967998505, + 0.03758325055241585, + 0.04364512860774994, + 0.16428202390670776, + 0.10637940466403961, + 0.1836920976638794, + 0.03427058458328247 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.6328436732292175 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421328168362379 + ], + "opposite_logprob_tokens": [ + -4.2642130851745605 + ], + "logprob_reward": -0.01421328168362379, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421328168362379, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14380118250846863, + 0.08145982027053833, + 0.15975163877010345, + 0.032784201204776764, + 0.07422198355197906, + 0.030307279899716377, + 0.03569904714822769, + 0.12626582384109497, + 0.03057076968252659, + 0.2851382791996002 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.01421328168362379 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031981533393263817 + ], + "opposite_logprob_tokens": [ + -5.753198146820068 + ], + "logprob_reward": -0.0031981533393263817, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031981533393263817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1195177510380745, + 0.07399225980043411, + 0.04494316875934601, + 0.042722705751657486, + 0.05195104330778122, + 0.030336644500494003, + 0.048331573605537415, + 0.48835325241088867, + 0.023469403386116028, + 0.07638217508792877 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0031981533393263817 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static macro close-up depicts a perfectly hemispherical mass of thick, dark syrup falling onto the pristine, high-gloss surface of a white ceramic plate tilted at a gentle angle. Soft, indirect daylight from a sidelight bathes the scene, creating a lustrous, mirror-like sheen on the syrup's viscous surface and casting subtle, soft-edged shadows beneath. The syrup itself is a deep, rich mahogany color, so dark it's almost opaque, but its curved edges catch the light, revealing a translucent amber hue. Initially still, it momentarily maintains its perfect shape before succumbing to gravity; a thick tendril begins to ooze relentlessly downward, extending deliberately across the smooth ceramic. As the bulk of the syrup slowly liquefies and spreads, its leading edge advances in a syrupy, unhurried wave, the entire movement creating an atmosphere of mesmerization and concentration. The flow gradually slows, the black liquid pooling slightly at the bottom of its path before fully shimmering, capturing a tranquil and satisfying moment of movement.", + "seed": 6106, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_5/index_4685_seed_6106_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014691354800015688, + "vlm_logprob": -0.014691354800015688, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.014691354800015688, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025809740647673607 + ], + "opposite_logprob_tokens": [ + -3.7758097648620605 + ], + "logprob_reward": -0.025809740647673607, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025809740647673607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20321626961231232, + 0.12032301723957062, + 0.04452737048268318, + 0.15668454766273499, + 0.22540712356567383, + 0.07373691350221634, + 0.04697773605585098, + 0.05061129108071327, + 0.030275855213403702, + 0.048239827156066895 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.025809740647673607 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023359697312116623 + ], + "opposite_logprob_tokens": [ + -3.773359775543213 + ], + "logprob_reward": -0.023359697312116623, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023359697312116623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14999166131019592, + 0.06408323347568512, + 0.04286332428455353, + 0.1627902388572693, + 0.38165321946144104, + 0.036140065640211105, + 0.03645619377493858, + 0.06982109695672989, + 0.018332211300730705, + 0.03786880150437355 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.023359697312116623 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00411295285448432 + ], + "opposite_logprob_tokens": [ + -5.504112720489502 + ], + "logprob_reward": -0.00411295285448432, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00411295285448432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17351672053337097, + 0.1284930408000946, + 0.07573360949754715, + 0.037247300148010254, + 0.369798868894577, + 0.04887111112475395, + 0.020957395434379578, + 0.03740308806300163, + 0.047359686344861984, + 0.06061911955475807 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.00411295285448432 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014217865653336048 + ], + "opposite_logprob_tokens": [ + -4.264217853546143 + ], + "logprob_reward": -0.014217865653336048, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014217865653336048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2976306080818176, + 0.07064992934465408, + 0.03552770987153053, + 0.05303613469004631, + 0.2606699466705322, + 0.06261615455150604, + 0.03973058983683586, + 0.07158981263637543, + 0.06819579005241394, + 0.04035339877009392 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.014217865653336048 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956517532467842 + ], + "opposite_logprob_tokens": [ + -5.130956649780273 + ], + "logprob_reward": -0.005956517532467842, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956517532467842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4342537224292755, + 0.0675140768289566, + 0.062391333281993866, + 0.09916842728853226, + 0.03028792515397072, + 0.12200633436441422, + 0.03207230195403099, + 0.06295447051525116, + 0.03713054955005646, + 0.05222092941403389 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.005956517532467842 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static macro close-up depicts a perfectly hemispherical mass of thick, dark syrup falling onto the pristine, high-gloss surface of a white ceramic plate tilted at a gentle angle. Soft, indirect daylight from a sidelight bathes the scene, creating a lustrous, mirror-like sheen on the syrup's viscous surface and casting subtle, soft-edged shadows beneath. The syrup itself is a deep, rich mahogany color, so dark it's almost opaque, but its curved edges catch the light, revealing a translucent amber hue. Initially still, it momentarily maintains its perfect shape before succumbing to gravity; a thick tendril begins to ooze relentlessly downward, extending deliberately across the smooth ceramic. As the bulk of the syrup slowly liquefies and spreads, its leading edge advances in a syrupy, unhurried wave, the entire movement creating an atmosphere of mesmerization and concentration. The flow gradually slows, the black liquid pooling slightly at the bottom of its path before fully shimmering, capturing a tranquil and satisfying moment of movement.", + "seed": 6107, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_5/index_4685_seed_6107_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.007308153272606433, + "vlm_logprob": -0.007308153272606433, + "vlm_yes_no_margin": 5.325, + "vlm_token_credit": -0.007308153272606433, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011212670244276524 + ], + "opposite_logprob_tokens": [ + -5.2612128257751465 + ], + "logprob_reward": -0.011212670244276524, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.011212670244276524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18654246628284454, + 0.13128046691417694, + 0.061592113226652145, + 0.13694274425506592, + 0.053769778460264206, + 0.053049974143505096, + 0.06387203186750412, + 0.07378435879945755, + 0.13455472886562347, + 0.10461132973432541 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.011212670244276524 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005976662505418062 + ], + "opposite_logprob_tokens": [ + -5.130976676940918 + ], + "logprob_reward": -0.005976662505418062, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005976662505418062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16676856577396393, + 0.3854977786540985, + 0.033012669533491135, + 0.048186782747507095, + 0.029694732278585434, + 0.025230756029486656, + 0.07309416681528091, + 0.08410229533910751, + 0.08153782039880753, + 0.07287447899580002 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.005976662505418062 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032024311367422342 + ], + "opposite_logprob_tokens": [ + -5.753202438354492 + ], + "logprob_reward": -0.0032024311367422342, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032024311367422342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17022770643234253, + 0.21610720455646515, + 0.0795016884803772, + 0.09925632923841476, + 0.05882899463176727, + 0.05845806375145912, + 0.05527982488274574, + 0.08252154290676117, + 0.10480470210313797, + 0.07501395791769028 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.0032024311367422342 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206229709088802 + ], + "opposite_logprob_tokens": [ + -4.264206409454346 + ], + "logprob_reward": -0.014206229709088802, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206229709088802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07758722454309464, + 0.22240890562534332, + 0.0547979362308979, + 0.11778361350297928, + 0.04059775173664093, + 0.05951157212257385, + 0.11716901510953903, + 0.06468706578016281, + 0.11086348444223404, + 0.1345933973789215 + ], + "top_frames": [ + 1, + 9, + 3 + ], + "selected_reward": -0.014206229709088802 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static macro close-up of a hemispherical mass of thick syrup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the syrup a deep, rich mahogany color that appears almost opaque?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the syrup falling onto a pristine, high-gloss white ceramic plate tilted at a gentle angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the syrup initially maintain its perfect hemispherical shape before a thick tendril begins to ooze downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the leading edge of the spreading syrup advance in a slow, syrupy, unhurried wave?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019427727675065398 + ], + "opposite_logprob_tokens": [ + -6.2519426345825195 + ], + "logprob_reward": -0.0019427727675065398, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019427727675065398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09910669922828674, + 0.07343906909227371, + 0.024133073166012764, + 0.04861272871494293, + 0.06320586055517197, + 0.06709572672843933, + 0.07391680777072906, + 0.031293466687202454, + 0.4520697593688965, + 0.06712683290243149 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.0019427727675065398 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_6/index_tensor([5191, 5191])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_6/index_tensor([5191, 5191])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0e9551feb4dc79a2c30b5d98cc721a5324f3c75e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_6/index_tensor([5191, 5191])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, captured in slow motion using ultra-high-speed photography, the camera remains stationary, focused on a vibrant red apple resting on a dark, matte surface. The apple boasts a lustrous, saturated crimson skin speckled with subtle yellow flecks, and a sturdy brown stalk stands tall. A harsh spotlight from the upper right casts a sharp highlight on the apple's smooth, curved surface, while creating deep shadows on the other side, creating a dramatic contrast. In an instant, without warning, the apple's taut skin violently breaks from the center in a catastrophic explosion, ripping the crisp, pale yellow flesh into countless fragments while sending a cascade of crystalline juices radiating outward. In slow motion, the splashing juice seems to be solidified in the air, forming a spectacular liquid crown. Each water droplet is like a tiny prism, refracting brilliant light. Some appear as perfect spheres, while others are stretched into dynamic lines. The whole picture is full of sudden violent aesthetics, freezing the moment of destruction into a surrealist painting full of tension and details. The atmosphere is tense and fascinating.", + "seed": 17476, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_6/index_5191_seed_17476_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.6364459096454084, + "vlm_logprob": -0.6364459096454084, + "vlm_yes_no_margin": 1.175, + "vlm_token_credit": -0.6364459096454084, + "vlm_yes_ratio": 0.4, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007754697930067778 + ], + "opposite_logprob_tokens": [ + -5.257754802703857 + ], + "logprob_reward": -0.007754697930067778, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.007754697930067778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09678292274475098, + 0.20297777652740479, + 0.09734129905700684, + 0.08990492671728134, + 0.07454400509595871, + 0.20103755593299866, + 0.04850027337670326, + 0.04435554891824722, + 0.083419568836689, + 0.061136048287153244 + ], + "top_frames": [ + 1, + 5, + 2 + ], + "selected_reward": -0.007754697930067778 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035647451877594 + ], + "opposite_logprob_tokens": [ + -2.3503565788269043 + ], + "logprob_reward": -0.10035647451877594, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035647451877594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26637983322143555, + 0.07332192361354828, + 0.13420337438583374, + 0.05438397452235222, + 0.14792314171791077, + 0.22586382925510406, + 0.020142918452620506, + 0.03637602925300598, + 0.018438585102558136, + 0.0229664109647274 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.10035647451877594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063154458999634 + ], + "opposite_logprob_tokens": [ + -0.281315416097641 + ], + "logprob_reward": -1.4063154458999634, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063154458999634, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1581375002861023, + 0.12041377276182175, + 0.1286853849887848, + 0.08133812248706818, + 0.09994080662727356, + 0.06476806104183197, + 0.12821738421916962, + 0.05087723582983017, + 0.053300172090530396, + 0.1143215000629425 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -1.4063154458999634 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743065237998962 + ], + "opposite_logprob_tokens": [ + -0.47430652379989624 + ], + "logprob_reward": -0.9743065237998962, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743065237998962, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15372973680496216, + 0.22095763683319092, + 0.13031430542469025, + 0.12849299609661102, + 0.07146015018224716, + 0.024078283458948135, + 0.07657960057258606, + 0.09120304882526398, + 0.04888412728905678, + 0.054300129413604736 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.9743065237998962 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934964060783386 + ], + "opposite_logprob_tokens": [ + -0.6934964060783386 + ], + "logprob_reward": -0.6934964060783386, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934964060783386, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2495046854019165, + 0.08956431597471237, + 0.08968290686607361, + 0.060320038348436356, + 0.04289739206433296, + 0.06779681891202927, + 0.09330902248620987, + 0.06663136184215546, + 0.09205508232116699, + 0.14823834598064423 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.6934964060783386 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "No", + "No" + ] + }, + { + "prompt": "An extreme close-up, captured in slow motion using ultra-high-speed photography, the camera remains stationary, focused on a vibrant red apple resting on a dark, matte surface. The apple boasts a lustrous, saturated crimson skin speckled with subtle yellow flecks, and a sturdy brown stalk stands tall. A harsh spotlight from the upper right casts a sharp highlight on the apple's smooth, curved surface, while creating deep shadows on the other side, creating a dramatic contrast. In an instant, without warning, the apple's taut skin violently breaks from the center in a catastrophic explosion, ripping the crisp, pale yellow flesh into countless fragments while sending a cascade of crystalline juices radiating outward. In slow motion, the splashing juice seems to be solidified in the air, forming a spectacular liquid crown. Each water droplet is like a tiny prism, refracting brilliant light. Some appear as perfect spheres, while others are stretched into dynamic lines. The whole picture is full of sudden violent aesthetics, freezing the moment of destruction into a surrealist painting full of tension and details. The atmosphere is tense and fascinating.", + "seed": 17477, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_6/index_5191_seed_17477_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.402700509596616, + "vlm_logprob": -0.402700509596616, + "vlm_yes_no_margin": 1.825, + "vlm_token_credit": -0.402700509596616, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00454713637009263 + ], + "opposite_logprob_tokens": [ + -5.629547119140625 + ], + "logprob_reward": -0.00454713637009263, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00454713637009263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5200996994972229, + 0.0338481143116951, + 0.02297213114798069, + 0.056119922548532486, + 0.23887977004051208, + 0.018264738842844963, + 0.012033158913254738, + 0.05405096709728241, + 0.027966342866420746, + 0.015765074640512466 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.00454713637009263 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22560957074165344 + ], + "opposite_logprob_tokens": [ + -1.600609540939331 + ], + "logprob_reward": -0.22560957074165344, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22560957074165344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16320538520812988, + 0.03526131808757782, + 0.030308684334158897, + 0.3013486862182617, + 0.28654971718788147, + 0.028689874336123466, + 0.03935841843485832, + 0.025250356644392014, + 0.022078700363636017, + 0.06794881075620651 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.22560957074165344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370559930801392 + ], + "opposite_logprob_tokens": [ + -0.38705599308013916 + ], + "logprob_reward": -1.1370559930801392, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.1370559930801392, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22060126066207886, + 0.037163276225328445, + 0.06141132116317749, + 0.31117039918899536, + 0.16329239308834076, + 0.042728036642074585, + 0.015718717128038406, + 0.06099040433764458, + 0.0573347732424736, + 0.029589403420686722 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -1.1370559930801392 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005693763494492 + ], + "opposite_logprob_tokens": [ + -2.695056915283203 + ], + "logprob_reward": -0.07005693763494492, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005693763494492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3443852961063385, + 0.08150596916675568, + 0.031980156898498535, + 0.3041151463985443, + 0.0924912691116333, + 0.027568859979510307, + 0.04393668472766876, + 0.031080562621355057, + 0.017488982528448105, + 0.025447050109505653 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.07005693763494492 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.57623291015625 + ], + "opposite_logprob_tokens": [ + -0.82623291015625 + ], + "logprob_reward": -0.57623291015625, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.57623291015625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2660605311393738, + 0.05502196028828621, + 0.049880363047122955, + 0.39962393045425415, + 0.08217866718769073, + 0.026806849986314774, + 0.015162449330091476, + 0.052812591195106506, + 0.03438102826476097, + 0.01807168312370777 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.57623291015625 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, captured in slow motion using ultra-high-speed photography, the camera remains stationary, focused on a vibrant red apple resting on a dark, matte surface. The apple boasts a lustrous, saturated crimson skin speckled with subtle yellow flecks, and a sturdy brown stalk stands tall. A harsh spotlight from the upper right casts a sharp highlight on the apple's smooth, curved surface, while creating deep shadows on the other side, creating a dramatic contrast. In an instant, without warning, the apple's taut skin violently breaks from the center in a catastrophic explosion, ripping the crisp, pale yellow flesh into countless fragments while sending a cascade of crystalline juices radiating outward. In slow motion, the splashing juice seems to be solidified in the air, forming a spectacular liquid crown. Each water droplet is like a tiny prism, refracting brilliant light. Some appear as perfect spheres, while others are stretched into dynamic lines. The whole picture is full of sudden violent aesthetics, freezing the moment of destruction into a surrealist painting full of tension and details. The atmosphere is tense and fascinating.", + "seed": 17478, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_6/index_5191_seed_17478_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3953230240382254, + "vlm_logprob": -0.3953230240382254, + "vlm_yes_no_margin": 2.35, + "vlm_token_credit": -0.3953230240382254, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006590417120605707 + ], + "opposite_logprob_tokens": [ + -5.381590366363525 + ], + "logprob_reward": -0.006590417120605707, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.006590417120605707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14524677395820618, + 0.059043142944574356, + 0.045122984796762466, + 0.167300745844841, + 0.16585034132003784, + 0.3096916377544403, + 0.012979632243514061, + 0.05829766020178795, + 0.01936202123761177, + 0.017105072736740112 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.006590417120605707 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007641134783625603 + ], + "opposite_logprob_tokens": [ + -4.882641315460205 + ], + "logprob_reward": -0.007641134783625603, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007641134783625603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26518309116363525, + 0.05542978271842003, + 0.023093372583389282, + 0.09932193905115128, + 0.136808842420578, + 0.2287161946296692, + 0.046109095215797424, + 0.11687985807657242, + 0.014894884079694748, + 0.013562880456447601 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.007641134783625603 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063072204589844 + ], + "opposite_logprob_tokens": [ + -0.2813072204589844 + ], + "logprob_reward": -1.4063072204589844, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063072204589844, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09697351604700089, + 0.11976587027311325, + 0.045592617243528366, + 0.14263591170310974, + 0.09373709559440613, + 0.10974353551864624, + 0.07928447425365448, + 0.21448881924152374, + 0.04753994569182396, + 0.05023817718029022 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -1.4063072204589844 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707850337028503 + ], + "opposite_logprob_tokens": [ + -2.1270785331726074 + ], + "logprob_reward": -0.12707850337028503, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707850337028503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061250220984220505, + 0.103355273604393, + 0.05730988830327988, + 0.0746154934167862, + 0.09811887890100479, + 0.2802903652191162, + 0.08038543909788132, + 0.09711883217096329, + 0.06600691378116608, + 0.08154880255460739 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.12707850337028503 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42899784445762634 + ], + "opposite_logprob_tokens": [ + -1.0539978742599487 + ], + "logprob_reward": -0.42899784445762634, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42899784445762634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15874096751213074, + 0.07840454578399658, + 0.059867601841688156, + 0.14032407104969025, + 0.05664925277233124, + 0.13494959473609924, + 0.0631793960928917, + 0.14021725952625275, + 0.12531517446041107, + 0.04235212877392769 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.42899784445762634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, captured in slow motion using ultra-high-speed photography, the camera remains stationary, focused on a vibrant red apple resting on a dark, matte surface. The apple boasts a lustrous, saturated crimson skin speckled with subtle yellow flecks, and a sturdy brown stalk stands tall. A harsh spotlight from the upper right casts a sharp highlight on the apple's smooth, curved surface, while creating deep shadows on the other side, creating a dramatic contrast. In an instant, without warning, the apple's taut skin violently breaks from the center in a catastrophic explosion, ripping the crisp, pale yellow flesh into countless fragments while sending a cascade of crystalline juices radiating outward. In slow motion, the splashing juice seems to be solidified in the air, forming a spectacular liquid crown. Each water droplet is like a tiny prism, refracting brilliant light. Some appear as perfect spheres, while others are stretched into dynamic lines. The whole picture is full of sudden violent aesthetics, freezing the moment of destruction into a surrealist painting full of tension and details. The atmosphere is tense and fascinating.", + "seed": 17479, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_6/index_5191_seed_17479_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.5209870772436261, + "vlm_logprob": -0.5209870772436261, + "vlm_yes_no_margin": 1.55, + "vlm_token_credit": -0.5209870772436261, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006185435689985752 + ], + "opposite_logprob_tokens": [ + -5.256185531616211 + ], + "logprob_reward": -0.006185435689985752, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006185435689985752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2377721220254898, + 0.21045231819152832, + 0.09924251586198807, + 0.041252586990594864, + 0.15615776181221008, + 0.08444926142692566, + 0.03428245708346367, + 0.05443631485104561, + 0.043318137526512146, + 0.03863656148314476 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.006185435689985752 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07905134558677673 + ], + "opposite_logprob_tokens": [ + -2.5790512561798096 + ], + "logprob_reward": -0.07905134558677673, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07905134558677673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29380521178245544, + 0.08921996504068375, + 0.1449694037437439, + 0.02927781641483307, + 0.06212620437145233, + 0.131153404712677, + 0.02803468145430088, + 0.16159582138061523, + 0.03868766501545906, + 0.0211297906935215 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.07905134558677673 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005624532699585 + ], + "opposite_logprob_tokens": [ + -0.22556248307228088 + ], + "logprob_reward": -1.6005624532699585, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005624532699585, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2581341862678528, + 0.11858030408620834, + 0.0658574253320694, + 0.0562809593975544, + 0.05842374637722969, + 0.11359521001577377, + 0.05195203796029091, + 0.1356305629014969, + 0.05186331644654274, + 0.08968222141265869 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -1.6005624532699585 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22565285861492157 + ], + "opposite_logprob_tokens": [ + -1.600652813911438 + ], + "logprob_reward": -0.22565285861492157, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22565285861492157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09973929077386856, + 0.23566466569900513, + 0.24028150737285614, + 0.10321109741926193, + 0.025938192382454872, + 0.0989927425980568, + 0.10309886932373047, + 0.01831132546067238, + 0.04393509775400162, + 0.030827170237898827 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.22565285861492157 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a vibrant red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the apple resting on a dark, matte surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera remain stationary throughout the clip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the apple's skin violently break from the center in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh spotlight from the upper right creating deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.693483293056488 + ], + "opposite_logprob_tokens": [ + -0.693483293056488 + ], + "logprob_reward": -0.693483293056488, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.693483293056488, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1729128211736679, + 0.32605820894241333, + 0.10357514023780823, + 0.027172163128852844, + 0.01548563688993454, + 0.20129214227199554, + 0.04782988503575325, + 0.03721198812127113, + 0.033067844808101654, + 0.03539414703845978 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.693483293056488 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_7/index_tensor([2260, 2260])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_7/index_tensor([2260, 2260])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..24e97b19b1b25905d3c9f458855c8ae1af4bc454 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_7/index_tensor([2260, 2260])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From the perspective of a passenger looking out the side window of a moving car, a wide-angle shot sweeps steadily across a vast landscape beneath a pale, expansive sky. A seemingly infinite row of massive, steel-lattice transmission towers stretches across the landscape, their complex geometry fading into the hazy distance. Late afternoon sunlight, low and golden, gleams on the metal surfaces, casting long, sharp shadows across the desolate plain, dotted with cracked ochre earth and sparse, sun-bleached shrubbery. As the car continues its lateral motion, blurring the immediate foreground, the camera begins a slow, deliberate zoom, steadily advancing toward a distant tower. The target tower's frame gradually grows larger, its intricate web of steel beams and ceramic insulators resolving from outline into sharp, impressive detail. The zoom continues, dominating the tower until its immense scale fills the screen, creating a powerful, almost overwhelming atmosphere of industrial grandeur and a silent, lonely force.", + "seed": 17990, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_7/index_2260_seed_17990_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03613111240556464, + "vlm_logprob": -0.03613111240556464, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.03613111240556464, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16584236919879913 + ], + "opposite_logprob_tokens": [ + -1.9158424139022827 + ], + "logprob_reward": -0.16584236919879913, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16584236919879913, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13932384550571442, + 0.2005809247493744, + 0.03934795409440994, + 0.039082396775484085, + 0.044613081961870193, + 0.10777656733989716, + 0.08282462507486343, + 0.03600786626338959, + 0.2734256386756897, + 0.03701706975698471 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.16584236919879913 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005718026659451425 + ], + "opposite_logprob_tokens": [ + -7.5005717277526855 + ], + "logprob_reward": -0.0005718026659451425, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005718026659451425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17873480916023254, + 0.24943020939826965, + 0.04600447043776512, + 0.045899614691734314, + 0.05550037696957588, + 0.12478748708963394, + 0.22021551430225372, + 0.023409975692629814, + 0.026694290339946747, + 0.029323304072022438 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.0005718026659451425 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015124559868127108 + ], + "opposite_logprob_tokens": [ + -6.50151252746582 + ], + "logprob_reward": -0.0015124559868127108, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015124559868127108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16500224173069, + 0.2506500780582428, + 0.04871402308344841, + 0.0502668172121048, + 0.027683580294251442, + 0.11403584480285645, + 0.09476470947265625, + 0.03269985318183899, + 0.18058086931705475, + 0.03560205549001694 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.0015124559868127108 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095857031643391 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004095857031643391, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095857031643391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11280528455972672, + 0.12943953275680542, + 0.061058174818754196, + 0.04712134227156639, + 0.07684671133756638, + 0.10325249284505844, + 0.2214599847793579, + 0.04884127527475357, + 0.12797720730304718, + 0.07119805365800858 + ], + "top_frames": [ + 6, + 1, + 8 + ], + "selected_reward": -0.004095857031643391 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633077144622803 + ], + "opposite_logprob_tokens": [ + -4.758633136749268 + ], + "logprob_reward": -0.008633077144622803, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633077144622803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12569335103034973, + 0.21466965973377228, + 0.04797932505607605, + 0.030089017003774643, + 0.06303911656141281, + 0.06057783216238022, + 0.17107222974300385, + 0.0304060410708189, + 0.20604294538497925, + 0.05043046921491623 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.008633077144622803 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From the perspective of a passenger looking out the side window of a moving car, a wide-angle shot sweeps steadily across a vast landscape beneath a pale, expansive sky. A seemingly infinite row of massive, steel-lattice transmission towers stretches across the landscape, their complex geometry fading into the hazy distance. Late afternoon sunlight, low and golden, gleams on the metal surfaces, casting long, sharp shadows across the desolate plain, dotted with cracked ochre earth and sparse, sun-bleached shrubbery. As the car continues its lateral motion, blurring the immediate foreground, the camera begins a slow, deliberate zoom, steadily advancing toward a distant tower. The target tower's frame gradually grows larger, its intricate web of steel beams and ceramic insulators resolving from outline into sharp, impressive detail. The zoom continues, dominating the tower until its immense scale fills the screen, creating a powerful, almost overwhelming atmosphere of industrial grandeur and a silent, lonely force.", + "seed": 17991, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_7/index_2260_seed_17991_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.022959844348952173, + "vlm_logprob": -0.022959844348952173, + "vlm_yes_no_margin": 5.775, + "vlm_token_credit": -0.022959844348952173, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10476676374673843 + ], + "opposite_logprob_tokens": [ + -2.354766845703125 + ], + "logprob_reward": -0.10476676374673843, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10476676374673843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1987506002187729, + 0.07565656304359436, + 0.04877147823572159, + 0.08268853276968002, + 0.33843672275543213, + 0.046424876898527145, + 0.05001957342028618, + 0.018056925386190414, + 0.04624737426638603, + 0.09494735300540924 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.10476676374673843 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005722792120650411 + ], + "opposite_logprob_tokens": [ + -7.500572204589844 + ], + "logprob_reward": -0.0005722792120650411, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005722792120650411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13206817209720612, + 0.10585329681634903, + 0.08410037308931351, + 0.06501006335020065, + 0.38790595531463623, + 0.027822278439998627, + 0.03761431202292442, + 0.03148848935961723, + 0.029828209429979324, + 0.09830883890390396 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0005722792120650411 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004957877099514008 + ], + "opposite_logprob_tokens": [ + -7.625495910644531 + ], + "logprob_reward": -0.0004957877099514008, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004957877099514008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31571537256240845, + 0.11534411460161209, + 0.04083871468901634, + 0.03620922937989235, + 0.27675992250442505, + 0.05838077887892723, + 0.02052546851336956, + 0.017523182556033134, + 0.03152389079332352, + 0.08717936277389526 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0004957877099514008 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629304192960262 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.007629304192960262, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629304192960262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07787690311670303, + 0.06749437004327774, + 0.053134385496377945, + 0.061656493693590164, + 0.24935932457447052, + 0.20270998775959015, + 0.04307005926966667, + 0.03677939623594284, + 0.06888037919998169, + 0.13903871178627014 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.007629304192960262 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335086883045733 + ], + "opposite_logprob_tokens": [ + -6.626335144042969 + ], + "logprob_reward": -0.001335086883045733, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335086883045733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2904035449028015, + 0.1303667426109314, + 0.06930458545684814, + 0.06163756921887398, + 0.09344227612018585, + 0.14380599558353424, + 0.032669927924871445, + 0.03962915018200874, + 0.03149457275867462, + 0.10724567621946335 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.001335086883045733 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From the perspective of a passenger looking out the side window of a moving car, a wide-angle shot sweeps steadily across a vast landscape beneath a pale, expansive sky. A seemingly infinite row of massive, steel-lattice transmission towers stretches across the landscape, their complex geometry fading into the hazy distance. Late afternoon sunlight, low and golden, gleams on the metal surfaces, casting long, sharp shadows across the desolate plain, dotted with cracked ochre earth and sparse, sun-bleached shrubbery. As the car continues its lateral motion, blurring the immediate foreground, the camera begins a slow, deliberate zoom, steadily advancing toward a distant tower. The target tower's frame gradually grows larger, its intricate web of steel beams and ceramic insulators resolving from outline into sharp, impressive detail. The zoom continues, dominating the tower until its immense scale fills the screen, creating a powerful, almost overwhelming atmosphere of industrial grandeur and a silent, lonely force.", + "seed": 17992, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_7/index_2260_seed_17992_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03459533102577552, + "vlm_logprob": -0.03459533102577552, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.03459533102577552, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14660336077213287 + ], + "opposite_logprob_tokens": [ + -2.0216033458709717 + ], + "logprob_reward": -0.14660336077213287, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14660336077213287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25337573885917664, + 0.15287815034389496, + 0.13627217710018158, + 0.08082995563745499, + 0.09092765301465988, + 0.08915609121322632, + 0.06111600250005722, + 0.03364623337984085, + 0.04768383130431175, + 0.054114166647195816 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.14660336077213287 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008228015503846109 + ], + "opposite_logprob_tokens": [ + -7.125823020935059 + ], + "logprob_reward": -0.0008228015503846109, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008228015503846109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16882175207138062, + 0.12991149723529816, + 0.26021718978881836, + 0.05373178422451019, + 0.07881902158260345, + 0.0876372754573822, + 0.07699650526046753, + 0.05781517177820206, + 0.05846565589308739, + 0.027584195137023926 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0008228015503846109 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019406310748308897 + ], + "opposite_logprob_tokens": [ + -6.251940727233887 + ], + "logprob_reward": -0.0019406310748308897, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019406310748308897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24347050487995148, + 0.21249301731586456, + 0.14864222705364227, + 0.06628713756799698, + 0.04937407746911049, + 0.07960116863250732, + 0.04508564993739128, + 0.0764847919344902, + 0.0464254766702652, + 0.03213590383529663 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0019406310748308897 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107639167457819 + ], + "opposite_logprob_tokens": [ + -4.5110764503479 + ], + "logprob_reward": -0.01107639167457819, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107639167457819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1260482668876648, + 0.1291561871767044, + 0.2318917214870453, + 0.058049533516168594, + 0.06781400740146637, + 0.10409919917583466, + 0.05952245369553566, + 0.10282718390226364, + 0.05602654069662094, + 0.06456484645605087 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.01107639167457819 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533470056951046 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533470056951046, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533470056951046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29700127243995667, + 0.193593829870224, + 0.10978693515062332, + 0.05657407268881798, + 0.035922884941101074, + 0.04972188547253609, + 0.04439690336585045, + 0.10060499608516693, + 0.0692172646522522, + 0.04317990317940712 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012533470056951046 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From the perspective of a passenger looking out the side window of a moving car, a wide-angle shot sweeps steadily across a vast landscape beneath a pale, expansive sky. A seemingly infinite row of massive, steel-lattice transmission towers stretches across the landscape, their complex geometry fading into the hazy distance. Late afternoon sunlight, low and golden, gleams on the metal surfaces, casting long, sharp shadows across the desolate plain, dotted with cracked ochre earth and sparse, sun-bleached shrubbery. As the car continues its lateral motion, blurring the immediate foreground, the camera begins a slow, deliberate zoom, steadily advancing toward a distant tower. The target tower's frame gradually grows larger, its intricate web of steel beams and ceramic insulators resolving from outline into sharp, impressive detail. The zoom continues, dominating the tower until its immense scale fills the screen, creating a powerful, almost overwhelming atmosphere of industrial grandeur and a silent, lonely force.", + "seed": 17993, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_7/index_2260_seed_17993_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.011753671080805361, + "vlm_logprob": -0.011753671080805361, + "vlm_yes_no_margin": 5.475, + "vlm_token_credit": -0.011753671080805361, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02848612517118454 + ], + "opposite_logprob_tokens": [ + -3.7784860134124756 + ], + "logprob_reward": -0.02848612517118454, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02848612517118454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06991557776927948, + 0.11944051086902618, + 0.054618023335933685, + 0.3126194477081299, + 0.0372871570289135, + 0.0874948725104332, + 0.25678756833076477, + 0.01327591948211193, + 0.02455739676952362, + 0.02400359697639942 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.02848612517118454 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011870964663103223 + ], + "opposite_logprob_tokens": [ + -6.751187324523926 + ], + "logprob_reward": -0.0011870964663103223, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011870964663103223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08777043223381042, + 0.2032218724489212, + 0.09978219866752625, + 0.06239818409085274, + 0.08462261408567429, + 0.09204303473234177, + 0.055556830018758774, + 0.057654138654470444, + 0.14216873049736023, + 0.11478196829557419 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.0011870964663103223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010408704401925206 + ], + "opposite_logprob_tokens": [ + -6.876040935516357 + ], + "logprob_reward": -0.0010408704401925206, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010408704401925206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12085477262735367, + 0.10870807617902756, + 0.24026930332183838, + 0.058758366852998734, + 0.056978948414325714, + 0.08376171439886093, + 0.1235337033867836, + 0.09676671028137207, + 0.05578954145312309, + 0.054578833281993866 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.0010408704401925206 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634352445602417 + ], + "opposite_logprob_tokens": [ + -3.651343584060669 + ], + "logprob_reward": -0.02634352445602417, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634352445602417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08775878697633743, + 0.20434318482875824, + 0.1157868281006813, + 0.1685398817062378, + 0.05751987546682358, + 0.05338297039270401, + 0.04135298728942871, + 0.0636616051197052, + 0.11326136440038681, + 0.09439253807067871 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.02634352445602417 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from the perspective of a passenger looking out the side window of a moving car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a vast landscape with a row of massive steel-lattice transmission towers stretching into a hazy distance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the ground a desolate plain with cracked ochre earth and sparse sun-bleached shrubbery illuminated by low, golden late afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera perform a slow, deliberate zoom that advances toward a distant tower, causing it to grow larger and fill the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are long, sharp shadows visible on the ground and metal surfaces due to the low angle of the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017107388703152537 + ], + "opposite_logprob_tokens": [ + -6.376710891723633 + ], + "logprob_reward": -0.0017107388703152537, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017107388703152537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1488255113363266, + 0.11833222955465317, + 0.09004344791173935, + 0.1520664393901825, + 0.08370429277420044, + 0.06451040506362915, + 0.04502593353390694, + 0.12412578612565994, + 0.10510913282632828, + 0.06825680285692215 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.0017107388703152537 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_8/index_tensor([2078, 2078])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_8/index_tensor([2078, 2078])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..19a7c7facddaa1129c802f0fef025f5887dbb4ea --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_8/index_tensor([2078, 2078])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sideways tracking medium shot captures an old-fashioned horse-drawn carriage slowly advancing along a bumpy dirt road. Constructed of dark, weathered wood, its massive spoked wooden wheels jolted and vibrated with each jolt over the gullies and gravel on the road, causing the entire carriage to sway slightly. A soft-focus lens softens and blurs the surrounding rolling green hills and distant tree outlines, keeping the visual focus firmly on the moving carriage. Bathed in the golden light of late afternoon, the warm glow imbues the scene with a nostalgic hue, accentuating the fine dust kicked up by the wheels and creating a tranquil, serene, and poetic atmosphere of vintage retro.", + "seed": 6597, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_8/index_2078_seed_6597_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017046892642974855, + "vlm_logprob": -0.017046892642974855, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.017046892642974855, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030434636399149895 + ], + "opposite_logprob_tokens": [ + -3.5304346084594727 + ], + "logprob_reward": -0.030434636399149895, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030434636399149895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14673717319965363, + 0.03344283625483513, + 0.04333610087633133, + 0.028330231085419655, + 0.20727522671222687, + 0.16515445709228516, + 0.037140242755413055, + 0.014944389462471008, + 0.08668351173400879, + 0.23695574700832367 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.030434636399149895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033700864762067795 + ], + "opposite_logprob_tokens": [ + -3.408700942993164 + ], + "logprob_reward": -0.033700864762067795, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033700864762067795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12124782800674438, + 0.07112686336040497, + 0.048980873078107834, + 0.041085757315158844, + 0.2917877733707428, + 0.10102418810129166, + 0.10505999624729156, + 0.02978253737092018, + 0.05199631676077843, + 0.13790786266326904 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.033700864762067795 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006738912779837847 + ], + "opposite_logprob_tokens": [ + -5.006739139556885 + ], + "logprob_reward": -0.006738912779837847, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006738912779837847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08348482102155685, + 0.05887775123119354, + 0.03802882879972458, + 0.05686023458838463, + 0.37068596482276917, + 0.11179547756910324, + 0.15357281267642975, + 0.03767824172973633, + 0.026924466714262962, + 0.062091387808322906 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.006738912779837847 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067337024956941605 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.0067337024956941605, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067337024956941605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26481667160987854, + 0.045189108699560165, + 0.052130356431007385, + 0.03220941871404648, + 0.23251795768737793, + 0.08185440301895142, + 0.14005698263645172, + 0.046630728989839554, + 0.043692220002412796, + 0.0609021931886673 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.0067337024956941605 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626346778124571 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626346778124571, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626346778124571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.188434898853302, + 0.05745673552155495, + 0.028156206011772156, + 0.03452102467417717, + 0.32272857427597046, + 0.056006528437137604, + 0.06875029951334, + 0.04460684210062027, + 0.05784585326910019, + 0.1414930671453476 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.007626346778124571 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sideways tracking medium shot captures an old-fashioned horse-drawn carriage slowly advancing along a bumpy dirt road. Constructed of dark, weathered wood, its massive spoked wooden wheels jolted and vibrated with each jolt over the gullies and gravel on the road, causing the entire carriage to sway slightly. A soft-focus lens softens and blurs the surrounding rolling green hills and distant tree outlines, keeping the visual focus firmly on the moving carriage. Bathed in the golden light of late afternoon, the warm glow imbues the scene with a nostalgic hue, accentuating the fine dust kicked up by the wheels and creating a tranquil, serene, and poetic atmosphere of vintage retro.", + "seed": 6598, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_8/index_2078_seed_6598_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.009103871881961823, + "vlm_logprob": -0.009103871881961823, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.009103871881961823, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01613089069724083 + ], + "opposite_logprob_tokens": [ + -4.2661309242248535 + ], + "logprob_reward": -0.01613089069724083, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01613089069724083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10174095630645752, + 0.05356483533978462, + 0.12559236586093903, + 0.04103846475481987, + 0.07731494307518005, + 0.28914886713027954, + 0.07439478486776352, + 0.05708792433142662, + 0.0834687128663063, + 0.09664811939001083 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.01613089069724083 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541946023702621 + ], + "opposite_logprob_tokens": [ + -4.387541770935059 + ], + "logprob_reward": -0.012541946023702621, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541946023702621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2409997582435608, + 0.04544472694396973, + 0.06422414630651474, + 0.08467568457126617, + 0.059248510748147964, + 0.26034632325172424, + 0.04291742667555809, + 0.030466431751847267, + 0.06884180009365082, + 0.10283517837524414 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.012541946023702621 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067379651591181755 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.0067379651591181755, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067379651591181755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22913587093353271, + 0.029983922839164734, + 0.07614816725254059, + 0.11479932069778442, + 0.08466126024723053, + 0.240510955452919, + 0.025052731856703758, + 0.038444750010967255, + 0.09136591106653214, + 0.0698971152305603 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.0067379651591181755 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002485878299921751 + ], + "opposite_logprob_tokens": [ + -6.002485752105713 + ], + "logprob_reward": -0.002485878299921751, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002485878299921751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3827628493309021, + 0.051847413182258606, + 0.034300271421670914, + 0.09075380861759186, + 0.03824320435523987, + 0.218568354845047, + 0.04392019286751747, + 0.023150067776441574, + 0.02251790463924408, + 0.09393595159053802 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.002485878299921751 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622679229825735 + ], + "opposite_logprob_tokens": [ + -4.882622718811035 + ], + "logprob_reward": -0.007622679229825735, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622679229825735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5505182147026062, + 0.038271285593509674, + 0.0601002536714077, + 0.04696274921298027, + 0.045346081256866455, + 0.10349191725254059, + 0.05990135669708252, + 0.02596362866461277, + 0.048201825469732285, + 0.02124258130788803 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.007622679229825735 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sideways tracking medium shot captures an old-fashioned horse-drawn carriage slowly advancing along a bumpy dirt road. Constructed of dark, weathered wood, its massive spoked wooden wheels jolted and vibrated with each jolt over the gullies and gravel on the road, causing the entire carriage to sway slightly. A soft-focus lens softens and blurs the surrounding rolling green hills and distant tree outlines, keeping the visual focus firmly on the moving carriage. Bathed in the golden light of late afternoon, the warm glow imbues the scene with a nostalgic hue, accentuating the fine dust kicked up by the wheels and creating a tranquil, serene, and poetic atmosphere of vintage retro.", + "seed": 6599, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_8/index_2078_seed_6599_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.020064862677827477, + "vlm_logprob": -0.020064862677827477, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.020064862677827477, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07061128318309784 + ], + "opposite_logprob_tokens": [ + -2.6956112384796143 + ], + "logprob_reward": -0.07061128318309784, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07061128318309784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07966311275959015, + 0.035966113209724426, + 0.16207323968410492, + 0.12869684398174286, + 0.11913472414016724, + 0.02953951433300972, + 0.0927392765879631, + 0.07596863806247711, + 0.21314309537410736, + 0.06307540088891983 + ], + "top_frames": [ + 8, + 2, + 3 + ], + "selected_reward": -0.07061128318309784 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074270121753216 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.011074270121753216, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074270121753216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09631019830703735, + 0.058820679783821106, + 0.2543849050998688, + 0.05475156009197235, + 0.074309341609478, + 0.04513341933488846, + 0.05017581209540367, + 0.11508897691965103, + 0.14879322052001953, + 0.10223190486431122 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.011074270121753216 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036147984210401773 + ], + "opposite_logprob_tokens": [ + -5.628614902496338 + ], + "logprob_reward": -0.0036147984210401773, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036147984210401773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10282524675130844, + 0.05147072300314903, + 0.30433782935142517, + 0.08248616009950638, + 0.06312497705221176, + 0.04643099382519722, + 0.15568991005420685, + 0.0384092777967453, + 0.09850902855396271, + 0.05671590194106102 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.0036147984210401773 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247984081506729 + ], + "opposite_logprob_tokens": [ + -5.255248069763184 + ], + "logprob_reward": -0.005247984081506729, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247984081506729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09704514592885971, + 0.10432249307632446, + 0.1707569658756256, + 0.05397152900695801, + 0.09070281684398651, + 0.08073163032531738, + 0.09412071853876114, + 0.0873514711856842, + 0.16581927239894867, + 0.055177975445985794 + ], + "top_frames": [ + 2, + 8, + 1 + ], + "selected_reward": -0.005247984081506729 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775977581739426 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009775977581739426, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775977581739426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1653570681810379, + 0.07400039583444595, + 0.19677041471004486, + 0.03326134383678436, + 0.1038021445274353, + 0.051085978746414185, + 0.053321972489356995, + 0.08946755528450012, + 0.08102377504110336, + 0.15190932154655457 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.009775977581739426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sideways tracking medium shot captures an old-fashioned horse-drawn carriage slowly advancing along a bumpy dirt road. Constructed of dark, weathered wood, its massive spoked wooden wheels jolted and vibrated with each jolt over the gullies and gravel on the road, causing the entire carriage to sway slightly. A soft-focus lens softens and blurs the surrounding rolling green hills and distant tree outlines, keeping the visual focus firmly on the moving carriage. Bathed in the golden light of late afternoon, the warm glow imbues the scene with a nostalgic hue, accentuating the fine dust kicked up by the wheels and creating a tranquil, serene, and poetic atmosphere of vintage retro.", + "seed": 6600, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_8/index_2078_seed_6600_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.014788557076826692, + "vlm_logprob": -0.014788557076826692, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.014788557076826692, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027148423716425896 + ], + "opposite_logprob_tokens": [ + -3.652148485183716 + ], + "logprob_reward": -0.027148423716425896, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027148423716425896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23538082838058472, + 0.16700714826583862, + 0.06712540239095688, + 0.26103416085243225, + 0.05775720253586769, + 0.06103759631514549, + 0.07332400232553482, + 0.0191299207508564, + 0.03688422217965126, + 0.021319499239325523 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.027148423716425896 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016064614057540894 + ], + "opposite_logprob_tokens": [ + -4.141064643859863 + ], + "logprob_reward": -0.016064614057540894, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016064614057540894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062230080366134644, + 0.07223735749721527, + 0.09860166907310486, + 0.0796424001455307, + 0.05230387672781944, + 0.048455916345119476, + 0.11894859373569489, + 0.12546542286872864, + 0.2538447976112366, + 0.08826982229948044 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.016064614057540894 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636015277355909 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004636015277355909, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636015277355909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12508341670036316, + 0.0765804797410965, + 0.0734950378537178, + 0.12047701328992844, + 0.1627567559480667, + 0.05083727091550827, + 0.16098256409168243, + 0.0661473348736763, + 0.0940166562795639, + 0.06962349265813828 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.004636015277355909 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002814976265653968 + ], + "opposite_logprob_tokens": [ + -5.877814769744873 + ], + "logprob_reward": -0.002814976265653968, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002814976265653968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12160758674144745, + 0.11310584843158722, + 0.07905714958906174, + 0.3201178312301636, + 0.08550970256328583, + 0.03946782276034355, + 0.06735333055257797, + 0.08277598768472672, + 0.026470143347978592, + 0.06453462690114975 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.002814976265653968 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an old-fashioned horse-drawn carriage constructed of dark, weathered wood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the carriage moving slowly along a bumpy dirt road with visible gullies and gravel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the massive spoked wooden wheels jolt and vibrate, causing the carriage to sway slightly?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background composed of rolling green hills and distant tree outlines that are soft-focused and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in golden late afternoon light with visible fine dust kicked up by the wheels?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327875606715679 + ], + "opposite_logprob_tokens": [ + -3.7732787132263184 + ], + "logprob_reward": -0.02327875606715679, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327875606715679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11921563744544983, + 0.06122862920165062, + 0.06425926089286804, + 0.18258234858512878, + 0.044933050870895386, + 0.05708097293972969, + 0.07170118391513824, + 0.09589050710201263, + 0.11874870210886002, + 0.18435972929000854 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.02327875606715679 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_9/index_tensor([3578, 3578])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_9/index_tensor([3578, 3578])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0eb8184cb69362809fddcf0280484534446bad46 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_9/index_tensor([3578, 3578])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot, the camera gently panning as if floating on the water, captures a dense cluster of weathered fishing boats in a crowded harbor. In the soft, aimless light of a gray, overcast morning, the boats rhythmically bump against one another. Their hulls, painted in faded blues, reds, and greens, are marked with peeling paint, streaks of rust, and barnacles at the waterline. Piles of crude fishing nets lie high on the damp, dark wooden decks, a tangle of black ropes and nets, punctuated by the occasional bright pop of a yellow or orange buoy. As the gentle waves of the harbor water pass through them, the boats rock and collide with each other, a dull thud as wood meets wood, their masts tracing slow, languid arcs against the misty sky, evoking a powerful atmosphere of quiet, melancholic beauty and the enduring toil of the ocean.", + "seed": 30740, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_9/index_3578_seed_30740_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15450188838876783, + "vlm_logprob": -0.15450188838876783, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.15450188838876783, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4290170967578888 + ], + "opposite_logprob_tokens": [ + -1.1790170669555664 + ], + "logprob_reward": -0.4290170967578888, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.4290170967578888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1342533677816391, + 0.05112539604306221, + 0.04223238304257393, + 0.18035641312599182, + 0.07815462350845337, + 0.050570134073495865, + 0.1468920260667801, + 0.22580070793628693, + 0.051068954169750214, + 0.039545994251966476 + ], + "top_frames": [ + 7, + 3, + 6 + ], + "selected_reward": -0.4290170967578888 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906454592943192 + ], + "opposite_logprob_tokens": [ + -2.464064598083496 + ], + "logprob_reward": -0.08906454592943192, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906454592943192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1381610780954361, + 0.03903950750827789, + 0.03904631733894348, + 0.2284255176782608, + 0.037354301661252975, + 0.049495913088321686, + 0.18561150133609772, + 0.18623392283916473, + 0.04990849271416664, + 0.04672342166304588 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.08906454592943192 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635815367102623 + ], + "opposite_logprob_tokens": [ + -3.651358127593994 + ], + "logprob_reward": -0.02635815367102623, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635815367102623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09439393877983093, + 0.059562236070632935, + 0.03876423463225365, + 0.08730035275220871, + 0.08650905638933182, + 0.1166013553738594, + 0.11623620986938477, + 0.13923238217830658, + 0.17223648726940155, + 0.08916371315717697 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.02635815367102623 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002495748223736882 + ], + "opposite_logprob_tokens": [ + -6.002495765686035 + ], + "logprob_reward": -0.002495748223736882, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002495748223736882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0675874650478363, + 0.034262873232364655, + 0.030498623847961426, + 0.11082004010677338, + 0.11122941970825195, + 0.08287816494703293, + 0.26587727665901184, + 0.11122483760118484, + 0.15272195637226105, + 0.03289937600493431 + ], + "top_frames": [ + 6, + 8, + 4 + ], + "selected_reward": -0.002495748223736882 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557389736175537 + ], + "opposite_logprob_tokens": [ + -1.6005738973617554 + ], + "logprob_reward": -0.22557389736175537, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557389736175537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10610318183898926, + 0.059939201921224594, + 0.045482732355594635, + 0.11795664578676224, + 0.029752187430858612, + 0.05442781001329422, + 0.16805484890937805, + 0.1088983565568924, + 0.1593930721282959, + 0.1499919295310974 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.22557389736175537 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the camera gently panning as if floating on the water, captures a dense cluster of weathered fishing boats in a crowded harbor. In the soft, aimless light of a gray, overcast morning, the boats rhythmically bump against one another. Their hulls, painted in faded blues, reds, and greens, are marked with peeling paint, streaks of rust, and barnacles at the waterline. Piles of crude fishing nets lie high on the damp, dark wooden decks, a tangle of black ropes and nets, punctuated by the occasional bright pop of a yellow or orange buoy. As the gentle waves of the harbor water pass through them, the boats rock and collide with each other, a dull thud as wood meets wood, their masts tracing slow, languid arcs against the misty sky, evoking a powerful atmosphere of quiet, melancholic beauty and the enduring toil of the ocean.", + "seed": 30741, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_9/index_3578_seed_30741_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10990894827991723, + "vlm_logprob": -0.10990894827991723, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.10990894827991723, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.369698166847229 + ], + "opposite_logprob_tokens": [ + -1.369698166847229 + ], + "logprob_reward": -0.369698166847229, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.369698166847229, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2533898949623108, + 0.044013578444719315, + 0.058667540550231934, + 0.12319328635931015, + 0.1919463723897934, + 0.10270221531391144, + 0.03029554709792137, + 0.10729146748781204, + 0.04654191806912422, + 0.04195812717080116 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.369698166847229 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007639110088348 + ], + "opposite_logprob_tokens": [ + -2.6950764656066895 + ], + "logprob_reward": -0.07007639110088348, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007639110088348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19012495875358582, + 0.06981117278337479, + 0.056221477687358856, + 0.12671944499015808, + 0.06905828416347504, + 0.042097024619579315, + 0.08555995672941208, + 0.05301138758659363, + 0.10665694624185562, + 0.200739324092865 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.07007639110088348 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043076761066913605 + ], + "opposite_logprob_tokens": [ + -3.168076753616333 + ], + "logprob_reward": -0.043076761066913605, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043076761066913605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.282472163438797, + 0.057848576456308365, + 0.05418108403682709, + 0.1912064254283905, + 0.13295966386795044, + 0.040630634874105453, + 0.055303048342466354, + 0.09823004901409149, + 0.032132212072610855, + 0.05503612756729126 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.043076761066913605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004646931774914265 + ], + "opposite_logprob_tokens": [ + -5.3796467781066895 + ], + "logprob_reward": -0.004646931774914265, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004646931774914265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22077162563800812, + 0.1243002787232399, + 0.12058457732200623, + 0.1456175595521927, + 0.11535666137933731, + 0.06592241674661636, + 0.054646085947752, + 0.08234964311122894, + 0.03348419815301895, + 0.036966972053050995 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.004646931774914265 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062046490609645844 + ], + "opposite_logprob_tokens": [ + -2.812046527862549 + ], + "logprob_reward": -0.062046490609645844, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062046490609645844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.164757639169693, + 0.10814706236124039, + 0.042730215936899185, + 0.23949040472507477, + 0.07333919405937195, + 0.11124608665704727, + 0.045416343957185745, + 0.06087460741400719, + 0.08405957370996475, + 0.06993882358074188 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.062046490609645844 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the camera gently panning as if floating on the water, captures a dense cluster of weathered fishing boats in a crowded harbor. In the soft, aimless light of a gray, overcast morning, the boats rhythmically bump against one another. Their hulls, painted in faded blues, reds, and greens, are marked with peeling paint, streaks of rust, and barnacles at the waterline. Piles of crude fishing nets lie high on the damp, dark wooden decks, a tangle of black ropes and nets, punctuated by the occasional bright pop of a yellow or orange buoy. As the gentle waves of the harbor water pass through them, the boats rock and collide with each other, a dull thud as wood meets wood, their masts tracing slow, languid arcs against the misty sky, evoking a powerful atmosphere of quiet, melancholic beauty and the enduring toil of the ocean.", + "seed": 30742, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_9/index_3578_seed_30742_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15817274036817253, + "vlm_logprob": -0.15817274036817253, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.15817274036817253, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5315254926681519 + ], + "opposite_logprob_tokens": [ + -1.0315254926681519 + ], + "logprob_reward": -0.5315254926681519, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.5315254926681519, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12944331765174866, + 0.1395418792963028, + 0.049165625125169754, + 0.05050425976514816, + 0.06360308825969696, + 0.03674113377928734, + 0.03943751007318497, + 0.07133402675390244, + 0.37450718879699707, + 0.04572198912501335 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.5315254926681519 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298111081123352 + ], + "opposite_logprob_tokens": [ + -2.237981081008911 + ], + "logprob_reward": -0.11298111081123352, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298111081123352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03206879645586014, + 0.04607865586876869, + 0.02011880651116371, + 0.02983824908733368, + 0.02163286693394184, + 0.010253945365548134, + 0.018895398825407028, + 0.014445594511926174, + 0.7936453223228455, + 0.013022352010011673 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.11298111081123352 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016086550429463387 + ], + "opposite_logprob_tokens": [ + -4.141086578369141 + ], + "logprob_reward": -0.016086550429463387, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016086550429463387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12105607986450195, + 0.47005078196525574, + 0.02333129197359085, + 0.07525546103715897, + 0.025591449812054634, + 0.024142278358340263, + 0.07508467882871628, + 0.09285375475883484, + 0.07139375060796738, + 0.02124040387570858 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.016086550429463387 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032025498803704977 + ], + "opposite_logprob_tokens": [ + -5.753202438354492 + ], + "logprob_reward": -0.0032025498803704977, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032025498803704977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05098497495055199, + 0.14999763667583466, + 0.017378954216837883, + 0.038227569311857224, + 0.016890347003936768, + 0.014741495251655579, + 0.037778399884700775, + 0.07254578918218613, + 0.5845761299133301, + 0.016878699883818626 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.0032025498803704977 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706799805164337 + ], + "opposite_logprob_tokens": [ + -2.127068042755127 + ], + "logprob_reward": -0.12706799805164337, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706799805164337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03861166164278984, + 0.05630220100283623, + 0.01672232337296009, + 0.0249375868588686, + 0.025907261297106743, + 0.029313676059246063, + 0.037668950855731964, + 0.04065404087305069, + 0.7165288329124451, + 0.013353400863707066 + ], + "top_frames": [ + 8, + 1, + 7 + ], + "selected_reward": -0.12706799805164337 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the camera gently panning as if floating on the water, captures a dense cluster of weathered fishing boats in a crowded harbor. In the soft, aimless light of a gray, overcast morning, the boats rhythmically bump against one another. Their hulls, painted in faded blues, reds, and greens, are marked with peeling paint, streaks of rust, and barnacles at the waterline. Piles of crude fishing nets lie high on the damp, dark wooden decks, a tangle of black ropes and nets, punctuated by the occasional bright pop of a yellow or orange buoy. As the gentle waves of the harbor water pass through them, the boats rock and collide with each other, a dull thud as wood meets wood, their masts tracing slow, languid arcs against the misty sky, evoking a powerful atmosphere of quiet, melancholic beauty and the enduring toil of the ocean.", + "seed": 30743, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000180/group_9/index_3578_seed_30743_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19814247684553266, + "vlm_logprob": -0.19814247684553266, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.19814247684553266, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6826825737953186 + ], + "opposite_logprob_tokens": [ + -0.8076825737953186 + ], + "logprob_reward": -0.6826825737953186, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6826825737953186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08565034717321396, + 0.14829975366592407, + 0.06972526013851166, + 0.09799670428037643, + 0.08568514883518219, + 0.18516848981380463, + 0.16940386593341827, + 0.11953818053007126, + 0.019935499876737595, + 0.018596749752759933 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.6826825737953186 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907424658536911 + ], + "opposite_logprob_tokens": [ + -2.46407413482666 + ], + "logprob_reward": -0.08907424658536911, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907424658536911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08630572259426117, + 0.15891845524311066, + 0.06592287123203278, + 0.14887097477912903, + 0.0726078599691391, + 0.17499631643295288, + 0.1020624116063118, + 0.07828234881162643, + 0.08627688139677048, + 0.02575612999498844 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.08907424658536911 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054972462356090546 + ], + "opposite_logprob_tokens": [ + -2.9299724102020264 + ], + "logprob_reward": -0.054972462356090546, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054972462356090546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12232938408851624, + 0.11514894664287567, + 0.1522485464811325, + 0.16819481551647186, + 0.10034998506307602, + 0.04789256304502487, + 0.12074534595012665, + 0.03819151222705841, + 0.09809764474630356, + 0.036801304668188095 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.054972462356090546 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036245384253561497 + ], + "opposite_logprob_tokens": [ + -5.628624439239502 + ], + "logprob_reward": -0.0036245384253561497, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036245384253561497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10567197948694229, + 0.08225048333406448, + 0.1748221516609192, + 0.14595365524291992, + 0.07104833424091339, + 0.09922954440116882, + 0.15961451828479767, + 0.04950297996401787, + 0.07496990263462067, + 0.036936450749635696 + ], + "top_frames": [ + 2, + 6, + 3 + ], + "selected_reward": -0.0036245384253561497 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera gently pan as if floating on the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are there weathered fishing boats with peeling paint, rust, and barnacles visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the boats painted in faded blues, reds, and greens?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the boats rhythmically bump against each other and rock in the water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16035856306552887 + ], + "opposite_logprob_tokens": [ + -1.9103585481643677 + ], + "logprob_reward": -0.16035856306552887, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16035856306552887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09100019931793213, + 0.07487332075834274, + 0.1311955749988556, + 0.14633601903915405, + 0.07605279237031937, + 0.14493383467197418, + 0.12183254957199097, + 0.08450400829315186, + 0.09959009289741516, + 0.02968163974583149 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.16035856306552887 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_0/index_tensor([9778, 9778])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_0/index_tensor([9778, 9778])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..827254bd4e59d6ba4cf426689e0775aa4b4aac65 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_0/index_tensor([9778, 9778])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle, wide-angle lens slowly tilts right to reveal the neatly manicured rows of the Longzhu Tea Zen Garden, a clean, graphic style defined by bold outlines and a vibrant palette of greens and earthy browns. Low, neatly trimmed tea bushes form undulating, parallel lines that stretch across the frame, their shapes clean and distinct. The entire garden is covered in shimmering morning dew, and each leaf tipped with a perfect droplet of crystal water glistens like a tiny gem. As the golden rays of the low-hanging sun filter through the cool morning air, they catch countless droplets, making the entire landscape shimmer with a soft, pulsating light that moves with the camera's slow sweep. The deep brown soil between the rows contrasts starkly and beautifully with the lush green foliage, creating a visually stunning, pristine, and tranquil natural atmosphere.", + "seed": 18904, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_0/index_9778_seed_18904_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1817256315262057, + "vlm_logprob": -0.1817256315262057, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.1817256315262057, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03567376360297203 + ], + "opposite_logprob_tokens": [ + -3.7856738567352295 + ], + "logprob_reward": -0.03567376360297203, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.03567376360297203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09908656030893326, + 0.09172909706830978, + 0.19332577288150787, + 0.07759988307952881, + 0.19314387440681458, + 0.06895458698272705, + 0.09262671321630478, + 0.062396831810474396, + 0.08445845544338226, + 0.03667822852730751 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.03567376360297203 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.632823646068573 + ], + "opposite_logprob_tokens": [ + -0.757823646068573 + ], + "logprob_reward": -0.632823646068573, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.632823646068573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07593972980976105, + 0.05525439977645874, + 0.39208003878593445, + 0.07286015152931213, + 0.06654692441225052, + 0.0911102294921875, + 0.07806036621332169, + 0.06268486380577087, + 0.06244683638215065, + 0.04301655292510986 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.632823646068573 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004415729199536145 + ], + "opposite_logprob_tokens": [ + -7.750441551208496 + ], + "logprob_reward": -0.0004415729199536145, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0004415729199536145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12906494736671448, + 0.05066272243857384, + 0.07619189471006393, + 0.33084675669670105, + 0.13272395730018616, + 0.06067018210887909, + 0.11297976225614548, + 0.02453749068081379, + 0.03469710052013397, + 0.04762515425682068 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.0004415729199536145 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20159439742565155 + ], + "opposite_logprob_tokens": [ + -1.701594352722168 + ], + "logprob_reward": -0.20159439742565155, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20159439742565155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09922688454389572, + 0.07577584683895111, + 0.04030303657054901, + 0.1766895204782486, + 0.07057268917560577, + 0.08204492181539536, + 0.3638242781162262, + 0.026761235669255257, + 0.02216470055282116, + 0.04263688623905182 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.20159439742565155 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809477761387825 + ], + "opposite_logprob_tokens": [ + -3.2880947589874268 + ], + "logprob_reward": -0.03809477761387825, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809477761387825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09943336993455887, + 0.04013627767562866, + 0.04967431724071503, + 0.18357568979263306, + 0.39644482731819153, + 0.04357321187853813, + 0.05598396062850952, + 0.06033065542578697, + 0.027857137843966484, + 0.04299052432179451 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.03809477761387825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle lens slowly tilts right to reveal the neatly manicured rows of the Longzhu Tea Zen Garden, a clean, graphic style defined by bold outlines and a vibrant palette of greens and earthy browns. Low, neatly trimmed tea bushes form undulating, parallel lines that stretch across the frame, their shapes clean and distinct. The entire garden is covered in shimmering morning dew, and each leaf tipped with a perfect droplet of crystal water glistens like a tiny gem. As the golden rays of the low-hanging sun filter through the cool morning air, they catch countless droplets, making the entire landscape shimmer with a soft, pulsating light that moves with the camera's slow sweep. The deep brown soil between the rows contrasts starkly and beautifully with the lush green foliage, creating a visually stunning, pristine, and tranquil natural atmosphere.", + "seed": 18905, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_0/index_9778_seed_18905_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.27111938582966105, + "vlm_logprob": -0.27111938582966105, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.27111938582966105, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062331587076187134 + ], + "opposite_logprob_tokens": [ + -2.9373316764831543 + ], + "logprob_reward": -0.062331587076187134, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.062331587076187134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32257699966430664, + 0.15181882679462433, + 0.016341395676136017, + 0.14656324684619904, + 0.04861171916127205, + 0.029082894325256348, + 0.03233806788921356, + 0.030169274657964706, + 0.08732209354639053, + 0.13517551124095917 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.062331587076187134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761369466781616 + ], + "opposite_logprob_tokens": [ + -0.8261369466781616 + ], + "logprob_reward": -0.5761369466781616, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761369466781616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1777566373348236, + 0.2735418677330017, + 0.017308052629232407, + 0.0828016921877861, + 0.06919974088668823, + 0.08774794638156891, + 0.1452821046113968, + 0.029781430959701538, + 0.038773782551288605, + 0.07780676335096359 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.5761369466781616 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004415729199536145 + ], + "opposite_logprob_tokens": [ + -7.750441551208496 + ], + "logprob_reward": -0.0004415729199536145, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.0004415729199536145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14997199177742004, + 0.0795925036072731, + 0.06257493793964386, + 0.09702347964048386, + 0.10102111101150513, + 0.06778541207313538, + 0.2024732083082199, + 0.07271864265203476, + 0.05380572751164436, + 0.1130329817533493 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.0004415729199536145 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933977007865906 + ], + "opposite_logprob_tokens": [ + -0.6933977007865906 + ], + "logprob_reward": -0.6933977007865906, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933977007865906, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20560820400714874, + 0.0783705860376358, + 0.022121066227555275, + 0.1521909087896347, + 0.06569288671016693, + 0.1135740578174591, + 0.166360005736351, + 0.07572545856237411, + 0.07351762056350708, + 0.04683924466371536 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.6933977007865906 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023289121687412262 + ], + "opposite_logprob_tokens": [ + -3.773289203643799 + ], + "logprob_reward": -0.023289121687412262, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023289121687412262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11522532999515533, + 0.06769269704818726, + 0.01038778480142355, + 0.051858894526958466, + 0.017655376344919205, + 0.03420811891555786, + 0.430928111076355, + 0.098053477704525, + 0.06050317734479904, + 0.11348704248666763 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.023289121687412262 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle lens slowly tilts right to reveal the neatly manicured rows of the Longzhu Tea Zen Garden, a clean, graphic style defined by bold outlines and a vibrant palette of greens and earthy browns. Low, neatly trimmed tea bushes form undulating, parallel lines that stretch across the frame, their shapes clean and distinct. The entire garden is covered in shimmering morning dew, and each leaf tipped with a perfect droplet of crystal water glistens like a tiny gem. As the golden rays of the low-hanging sun filter through the cool morning air, they catch countless droplets, making the entire landscape shimmer with a soft, pulsating light that moves with the camera's slow sweep. The deep brown soil between the rows contrasts starkly and beautifully with the lush green foliage, creating a visually stunning, pristine, and tranquil natural atmosphere.", + "seed": 18906, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_0/index_9778_seed_18906_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.6475609239656478, + "vlm_logprob": -0.6475609239656478, + "vlm_yes_no_margin": 1.575, + "vlm_token_credit": -0.6475609239656478, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15416935086250305 + ], + "opposite_logprob_tokens": [ + -2.0291693210601807 + ], + "logprob_reward": -0.15416935086250305, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.15416935086250305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1305202692747116, + 0.19649729132652283, + 0.07697731256484985, + 0.04403066262602806, + 0.023701651021838188, + 0.08959470689296722, + 0.10323739796876907, + 0.03200317174196243, + 0.25659042596817017, + 0.04684709757566452 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.15416935086250305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9742807149887085 + ], + "opposite_logprob_tokens": [ + -0.4742807149887085 + ], + "logprob_reward": -0.9742807149887085, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9742807149887085, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09881819784641266, + 0.1045776754617691, + 0.23347711563110352, + 0.06543181836605072, + 0.04396507516503334, + 0.045949146151542664, + 0.12912167608737946, + 0.159808948636055, + 0.050562288612127304, + 0.06828812509775162 + ], + "top_frames": [ + 2, + 7, + 6 + ], + "selected_reward": -0.9742807149887085 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002498364308848977 + ], + "opposite_logprob_tokens": [ + -6.002498149871826 + ], + "logprob_reward": -0.002498364308848977, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002498364308848977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31099778413772583, + 0.1367049664258957, + 0.12216495722532272, + 0.03448132053017616, + 0.06808444857597351, + 0.05594838783144951, + 0.0627264752984047, + 0.06694597750902176, + 0.0980527251958847, + 0.04389292746782303 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.002498364308848977 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.0177700519561768 + ], + "opposite_logprob_tokens": [ + -0.14277006685733795 + ], + "logprob_reward": -2.0177700519561768, + "yes_no_margin_reward": -1.875, + "token_credit_reward": -2.0177700519561768, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09880983829498291, + 0.12479128688573837, + 0.07860253006219864, + 0.03899542987346649, + 0.02036382630467415, + 0.05834519490599632, + 0.13289454579353333, + 0.2281586229801178, + 0.11713998764753342, + 0.10189875215291977 + ], + "top_frames": [ + 7, + 6, + 1 + ], + "selected_reward": -2.0177700519561768 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890861377120018 + ], + "opposite_logprob_tokens": [ + -2.4640860557556152 + ], + "logprob_reward": -0.0890861377120018, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890861377120018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10048065334558487, + 0.08750493079423904, + 0.11694146692752838, + 0.022323396056890488, + 0.14601604640483856, + 0.12859341502189636, + 0.10646276921033859, + 0.1257467269897461, + 0.07795431464910507, + 0.08797628432512283 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.0890861377120018 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "high-angle, wide-angle lens slowly tilts right to reveal the neatly manicured rows of the Longzhu Tea Zen Garden, a clean, graphic style defined by bold outlines and a vibrant palette of greens and earthy browns. Low, neatly trimmed tea bushes form undulating, parallel lines that stretch across the frame, their shapes clean and distinct. The entire garden is covered in shimmering morning dew, and each leaf tipped with a perfect droplet of crystal water glistens like a tiny gem. As the golden rays of the low-hanging sun filter through the cool morning air, they catch countless droplets, making the entire landscape shimmer with a soft, pulsating light that moves with the camera's slow sweep. The deep brown soil between the rows contrasts starkly and beautifully with the lush green foliage, creating a visually stunning, pristine, and tranquil natural atmosphere.", + "seed": 18907, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_0/index_9778_seed_18907_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.5274413540726528, + "vlm_logprob": -0.5274413540726528, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.5274413540726528, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13853299617767334 + ], + "opposite_logprob_tokens": [ + -2.138533115386963 + ], + "logprob_reward": -0.13853299617767334, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13853299617767334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15801624953746796, + 0.06747706234455109, + 0.10359202325344086, + 0.1407594382762909, + 0.11007300764322281, + 0.1464182436466217, + 0.039303094148635864, + 0.038425277918577194, + 0.16713982820510864, + 0.028795771300792694 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.13853299617767334 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015442848205566 + ], + "opposite_logprob_tokens": [ + -0.20154431462287903 + ], + "logprob_reward": -1.7015442848205566, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015442848205566, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08355948328971863, + 0.06262470036745071, + 0.16574311256408691, + 0.07063731551170349, + 0.20729650557041168, + 0.043136995285749435, + 0.06758488714694977, + 0.03285447135567665, + 0.10829423367977142, + 0.15826834738254547 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -1.7015442848205566 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011865011183544993 + ], + "opposite_logprob_tokens": [ + -6.751186370849609 + ], + "logprob_reward": -0.0011865011183544993, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011865011183544993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18847891688346863, + 0.05942096933722496, + 0.08684825897216797, + 0.08680921047925949, + 0.07912487536668777, + 0.11243133246898651, + 0.11386457085609436, + 0.045599471777677536, + 0.14620758593082428, + 0.0812147781252861 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.0011865011183544993 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578407526016235 + ], + "opposite_logprob_tokens": [ + -0.6328407526016235 + ], + "logprob_reward": -0.7578407526016235, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578407526016235, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12273108959197998, + 0.11047404259443283, + 0.24785399436950684, + 0.0686599388718605, + 0.08157753199338913, + 0.054178282618522644, + 0.18577416241168976, + 0.03884978964924812, + 0.04337836429476738, + 0.046522848308086395 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.7578407526016235 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly tilt to the right to reveal the tea garden rows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the tea bushes depicted as low, neatly trimmed, and forming undulating parallel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene covered in shimmering morning dew with leaves showing distinct crystal water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style defined by bold outlines and a vibrant palette of greens and earthy browns?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810223564505577 + ], + "opposite_logprob_tokens": [ + -3.288102149963379 + ], + "logprob_reward": -0.03810223564505577, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810223564505577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08975368738174438, + 0.045649949461221695, + 0.07798641920089722, + 0.03903411701321602, + 0.10628271847963333, + 0.06519916653633118, + 0.18221724033355713, + 0.05912547931075096, + 0.3038249611854553, + 0.03092624619603157 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.03810223564505577 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_1/index_tensor([6511, 6511])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_1/index_tensor([6511, 6511])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..25ad3304f44fdf4621219917e3e96e9b919b3dfb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_1/index_tensor([6511, 6511])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, wide-angle shot, featuring a zooming lens, plunges us into the depths of the abyss, a stunningly beautiful, hyper-realistic 3D animation. The scene initially focuses on a handful of gigantic, cathedral-sized, bioluminescent jellyfish. Their translucent, gelatinous, bell-shaped bodies emanate ethereal blue, soft purple, and warm pink bioluminescence, their surfaces coated in an intricate, lace-like texture. A steady, deliberate pan reveals a vast swarm of these creatures, hundreds, perhaps thousands, forming a vast swarm. Like a dormant sea of flowers, they slowly bloom with an elegant, synchronized rhythm, their long, delicate, ribbon-like tentacles unfurling, drifting through the water in a captivating, rhythmic ballet. Their glow illuminates countless tiny particles of marine snow in the surrounding inky waters, like drifting stardust, adding depth and movement to this dark world. These jellyfish are the only light source in the entire scene, and their light creates a realistic subsurface scattering effect on their translucent bodies, dyeing the icy sea water with dreamy colors, creating a tranquil, majestic and awe-inspiring otherworldly atmosphere, showing a silent and magnificent spectacle of life in the deep sea.", + "seed": 12896, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_1/index_6511_seed_12896_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10446171700023114, + "vlm_logprob": -0.10446171700023114, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.10446171700023114, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2128082811832428 + ], + "opposite_logprob_tokens": [ + -1.7128082513809204 + ], + "logprob_reward": -0.2128082811832428, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2128082811832428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08480274677276611, + 0.046932294964790344, + 0.03414811193943024, + 0.055499061942100525, + 0.48805853724479675, + 0.0616956502199173, + 0.09507071226835251, + 0.02308283932507038, + 0.050302255898714066, + 0.060407835990190506 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.2128082811832428 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28133484721183777 + ], + "opposite_logprob_tokens": [ + -1.4063348770141602 + ], + "logprob_reward": -0.28133484721183777, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28133484721183777, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06465639173984528, + 0.06325424462556839, + 0.014447069726884365, + 0.03636618331074715, + 0.6339171528816223, + 0.015834404155611992, + 0.020526785403490067, + 0.019085397943854332, + 0.08047500997781754, + 0.0514373853802681 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.28133484721183777 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008241117466241121 + ], + "opposite_logprob_tokens": [ + -7.125823974609375 + ], + "logprob_reward": -0.0008241117466241121, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008241117466241121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08263888955116272, + 0.057067226618528366, + 0.020169081166386604, + 0.0415448360145092, + 0.500210702419281, + 0.034387387335300446, + 0.0675770565867424, + 0.032681435346603394, + 0.018677379935979843, + 0.14504601061344147 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.0008241117466241121 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020591065287590027 + ], + "opposite_logprob_tokens": [ + -3.8955910205841064 + ], + "logprob_reward": -0.020591065287590027, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020591065287590027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057558756321668625, + 0.12402696162462234, + 0.04094427824020386, + 0.06474509090185165, + 0.09684736281633377, + 0.045983996242284775, + 0.1382937878370285, + 0.03520188853144646, + 0.06406552344560623, + 0.3323323726654053 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.020591065287590027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006750279571861029 + ], + "opposite_logprob_tokens": [ + -5.006750106811523 + ], + "logprob_reward": -0.006750279571861029, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006750279571861029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08340898901224136, + 0.0733053982257843, + 0.020175516605377197, + 0.02687215618789196, + 0.5623791813850403, + 0.01580154150724411, + 0.09520628303289413, + 0.029112473130226135, + 0.018306002020835876, + 0.0754324272274971 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.006750279571861029 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, wide-angle shot, featuring a zooming lens, plunges us into the depths of the abyss, a stunningly beautiful, hyper-realistic 3D animation. The scene initially focuses on a handful of gigantic, cathedral-sized, bioluminescent jellyfish. Their translucent, gelatinous, bell-shaped bodies emanate ethereal blue, soft purple, and warm pink bioluminescence, their surfaces coated in an intricate, lace-like texture. A steady, deliberate pan reveals a vast swarm of these creatures, hundreds, perhaps thousands, forming a vast swarm. Like a dormant sea of flowers, they slowly bloom with an elegant, synchronized rhythm, their long, delicate, ribbon-like tentacles unfurling, drifting through the water in a captivating, rhythmic ballet. Their glow illuminates countless tiny particles of marine snow in the surrounding inky waters, like drifting stardust, adding depth and movement to this dark world. These jellyfish are the only light source in the entire scene, and their light creates a realistic subsurface scattering effect on their translucent bodies, dyeing the icy sea water with dreamy colors, creating a tranquil, majestic and awe-inspiring otherworldly atmosphere, showing a silent and magnificent spectacle of life in the deep sea.", + "seed": 12897, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_1/index_6511_seed_12897_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3750358530320227, + "vlm_logprob": -0.3750358530320227, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.3750358530320227, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5817246437072754 + ], + "opposite_logprob_tokens": [ + -0.8317246437072754 + ], + "logprob_reward": -0.5817246437072754, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5817246437072754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14490921795368195, + 0.060588687658309937, + 0.15430328249931335, + 0.24966932833194733, + 0.07726190984249115, + 0.033908698707818985, + 0.049539003521203995, + 0.021104879677295685, + 0.16977190971374512, + 0.0389430932700634 + ], + "top_frames": [ + 3, + 8, + 2 + ], + "selected_reward": -0.5817246437072754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539239645004272 + ], + "opposite_logprob_tokens": [ + -0.42892393469810486 + ], + "logprob_reward": -1.0539239645004272, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539239645004272, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18507876992225647, + 0.09922157973051071, + 0.16591574251651764, + 0.13562461733818054, + 0.06574556231498718, + 0.07269012182950974, + 0.06885738670825958, + 0.05466124415397644, + 0.10739991813898087, + 0.04480502009391785 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -1.0539239645004272 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004129454959183931 + ], + "opposite_logprob_tokens": [ + -5.504129409790039 + ], + "logprob_reward": -0.004129454959183931, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004129454959183931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29595452547073364, + 0.07958023250102997, + 0.06992611289024353, + 0.09906014800071716, + 0.06524793803691864, + 0.08190040290355682, + 0.07055847346782684, + 0.12193083018064499, + 0.06374968588352203, + 0.05209161341190338 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.004129454959183931 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.201642245054245 + ], + "opposite_logprob_tokens": [ + -1.7016422748565674 + ], + "logprob_reward": -0.201642245054245, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.201642245054245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20337527990341187, + 0.07348949462175369, + 0.07611431181430817, + 0.065703384578228, + 0.06565841287374496, + 0.12699604034423828, + 0.0796506479382515, + 0.13889990746974945, + 0.13836997747421265, + 0.03174245357513428 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.201642245054245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03375895693898201 + ], + "opposite_logprob_tokens": [ + -3.4087588787078857 + ], + "logprob_reward": -0.03375895693898201, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03375895693898201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30130115151405334, + 0.052114591002464294, + 0.17159602046012878, + 0.15275205671787262, + 0.04032503813505173, + 0.04450124502182007, + 0.04883202910423279, + 0.04060713201761246, + 0.0737067312002182, + 0.0742640346288681 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.03375895693898201 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, wide-angle shot, featuring a zooming lens, plunges us into the depths of the abyss, a stunningly beautiful, hyper-realistic 3D animation. The scene initially focuses on a handful of gigantic, cathedral-sized, bioluminescent jellyfish. Their translucent, gelatinous, bell-shaped bodies emanate ethereal blue, soft purple, and warm pink bioluminescence, their surfaces coated in an intricate, lace-like texture. A steady, deliberate pan reveals a vast swarm of these creatures, hundreds, perhaps thousands, forming a vast swarm. Like a dormant sea of flowers, they slowly bloom with an elegant, synchronized rhythm, their long, delicate, ribbon-like tentacles unfurling, drifting through the water in a captivating, rhythmic ballet. Their glow illuminates countless tiny particles of marine snow in the surrounding inky waters, like drifting stardust, adding depth and movement to this dark world. These jellyfish are the only light source in the entire scene, and their light creates a realistic subsurface scattering effect on their translucent bodies, dyeing the icy sea water with dreamy colors, creating a tranquil, majestic and awe-inspiring otherworldly atmosphere, showing a silent and magnificent spectacle of life in the deep sea.", + "seed": 12898, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_1/index_6511_seed_12898_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08040161253884434, + "vlm_logprob": -0.08040161253884434, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.08040161253884434, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23819278180599213 + ], + "opposite_logprob_tokens": [ + -1.6131927967071533 + ], + "logprob_reward": -0.23819278180599213, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23819278180599213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13042321801185608, + 0.26459500193595886, + 0.03256630524992943, + 0.05257502570748329, + 0.08423581719398499, + 0.07836222648620605, + 0.1687900424003601, + 0.04681982100009918, + 0.11211112141609192, + 0.029521416872739792 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.23819278180599213 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036218911409378 + ], + "opposite_logprob_tokens": [ + -2.3503623008728027 + ], + "logprob_reward": -0.10036218911409378, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036218911409378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1554592251777649, + 0.24534833431243896, + 0.028786756098270416, + 0.030925344675779343, + 0.04113328084349632, + 0.03750171512365341, + 0.2341708242893219, + 0.02224084734916687, + 0.162883460521698, + 0.041550278663635254 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.10036218911409378 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008283997885882854 + ], + "opposite_logprob_tokens": [ + -7.125828266143799 + ], + "logprob_reward": -0.0008283997885882854, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008283997885882854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20975692570209503, + 0.3582005202770233, + 0.03126676008105278, + 0.015509160235524178, + 0.06860356032848358, + 0.051228657364845276, + 0.04866902530193329, + 0.08721091598272324, + 0.09226283431053162, + 0.03729170188307762 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.0008283997885882854 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497302860021591 + ], + "opposite_logprob_tokens": [ + -2.9299731254577637 + ], + "logprob_reward": -0.05497302860021591, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497302860021591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13695821166038513, + 0.42569997906684875, + 0.03293735161423683, + 0.018270520493388176, + 0.11836887151002884, + 0.054055437445640564, + 0.047207340598106384, + 0.04588952288031578, + 0.08346560597419739, + 0.0371471606194973 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.05497302860021591 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007651663385331631 + ], + "opposite_logprob_tokens": [ + -4.8826518058776855 + ], + "logprob_reward": -0.007651663385331631, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007651663385331631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13279783725738525, + 0.18700255453586578, + 0.023434877395629883, + 0.020374450832605362, + 0.03237687051296234, + 0.0849059447646141, + 0.2943307161331177, + 0.0908413678407669, + 0.08809200674295425, + 0.04584339261054993 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.007651663385331631 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, wide-angle shot, featuring a zooming lens, plunges us into the depths of the abyss, a stunningly beautiful, hyper-realistic 3D animation. The scene initially focuses on a handful of gigantic, cathedral-sized, bioluminescent jellyfish. Their translucent, gelatinous, bell-shaped bodies emanate ethereal blue, soft purple, and warm pink bioluminescence, their surfaces coated in an intricate, lace-like texture. A steady, deliberate pan reveals a vast swarm of these creatures, hundreds, perhaps thousands, forming a vast swarm. Like a dormant sea of flowers, they slowly bloom with an elegant, synchronized rhythm, their long, delicate, ribbon-like tentacles unfurling, drifting through the water in a captivating, rhythmic ballet. Their glow illuminates countless tiny particles of marine snow in the surrounding inky waters, like drifting stardust, adding depth and movement to this dark world. These jellyfish are the only light source in the entire scene, and their light creates a realistic subsurface scattering effect on their translucent bodies, dyeing the icy sea water with dreamy colors, creating a tranquil, majestic and awe-inspiring otherworldly atmosphere, showing a silent and magnificent spectacle of life in the deep sea.", + "seed": 12899, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_1/index_6511_seed_12899_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.43245130805298687, + "vlm_logprob": -0.43245130805298687, + "vlm_yes_no_margin": 1.825, + "vlm_token_credit": -0.43245130805298687, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4349251985549927 + ], + "opposite_logprob_tokens": [ + -1.0599251985549927 + ], + "logprob_reward": -0.4349251985549927, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4349251985549927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1647171825170517, + 0.11057887971401215, + 0.11133173108100891, + 0.1814054548740387, + 0.042039185762405396, + 0.06245351955294609, + 0.05374438688158989, + 0.11467107385396957, + 0.10921065509319305, + 0.049847979098558426 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.4349251985549927 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236319780349731 + ], + "opposite_logprob_tokens": [ + -0.34863200783729553 + ], + "logprob_reward": -1.2236319780349731, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236319780349731, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20270735025405884, + 0.14165998995304108, + 0.13400140404701233, + 0.1946568340063095, + 0.06665879487991333, + 0.05727140232920647, + 0.03385490924119949, + 0.050473421812057495, + 0.07428427040576935, + 0.04443162679672241 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -1.2236319780349731 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005988630931824446 + ], + "opposite_logprob_tokens": [ + -5.130988597869873 + ], + "logprob_reward": -0.005988630931824446, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005988630931824446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18860328197479248, + 0.20463289320468903, + 0.10656117647886276, + 0.12248476594686508, + 0.1036645844578743, + 0.06626048684120178, + 0.03457999601960182, + 0.06607590615749359, + 0.06325258314609528, + 0.04388429597020149 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.005988630931824446 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47436559200286865 + ], + "opposite_logprob_tokens": [ + -0.9743655920028687 + ], + "logprob_reward": -0.47436559200286865, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47436559200286865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21476219594478607, + 0.11081582307815552, + 0.17071320116519928, + 0.07515938580036163, + 0.20658472180366516, + 0.04571486636996269, + 0.0518578439950943, + 0.021228555589914322, + 0.06425202637910843, + 0.038911450654268265 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.47436559200286865 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a slow, wide-angle view with a zooming lens effect?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are gigantic, cathedral-sized bioluminescent jellyfish visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the jellyfish exhibit translucent, gelatinous bodies with lace-like textures emitting blue, purple, and pink light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a vast swarm of jellyfish with long, ribbon-like tentacles unfurling in a synchronized rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the jellyfish glow the only light source, illuminating marine snow particles in the dark water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023345140740275383 + ], + "opposite_logprob_tokens": [ + -3.7733452320098877 + ], + "logprob_reward": -0.023345140740275383, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023345140740275383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19799862802028656, + 0.21917404234409332, + 0.08426417410373688, + 0.13099925220012665, + 0.03514635190367699, + 0.045318376272916794, + 0.05156845599412918, + 0.06056501343846321, + 0.07513842731714249, + 0.09982728213071823 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.023345140740275383 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_10/index_tensor([3191, 3191])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_10/index_tensor([3191, 3191])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1c81b1b5d3985bc89e0e784dd0dea56eea9255dc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_10/index_tensor([3191, 3191])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera executes a rapid, dizzying 360-degree orbiting panorama at eye level, relentlessly rotating around a monolithic central concrete column within a desolate, brutalist tower. The column itself remains a sharp, immovable anchor in the shot, its raw, rough surface marked with indentations and the faint texture of the wooden form used to cast it. In stark contrast, the surrounding walls, constructed of deep reddish-brown brick, completely dissolve in a fluid swirl of horizontal stripes, their individual forms and textures lost in an extreme, naturalistic motion blur. With each rotation, a cold, clinical light from an unseen overhead source sweeps across the column's cylindrical form, creating a stroboscopic play of light and shadow that accentuates its gritty texture. The entire visual experience is a dizzying blur of soft grays and earthy ambers, generating a potent atmosphere of disorientation and oppression that emphasizes the building's cold, impersonal weight.", + "seed": 29504, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_10/index_3191_seed_29504_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.41803298853337767, + "vlm_logprob": -0.41803298853337767, + "vlm_yes_no_margin": 1.55, + "vlm_token_credit": -0.41803298853337767, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6370712518692017 + ], + "opposite_logprob_tokens": [ + -0.7620712518692017 + ], + "logprob_reward": -0.6370712518692017, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6370712518692017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2742750346660614, + 0.06495615094900131, + 0.1407170444726944, + 0.05979987606406212, + 0.06773652136325836, + 0.0490773543715477, + 0.0920657366514206, + 0.11665932834148407, + 0.09818516671657562, + 0.03652776777744293 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.6370712518692017 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033720921725034714 + ], + "opposite_logprob_tokens": [ + -3.4087209701538086 + ], + "logprob_reward": -0.033720921725034714, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033720921725034714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09448946267366409, + 0.04875160753726959, + 0.1463736891746521, + 0.05262149125337601, + 0.2905237376689911, + 0.05918523669242859, + 0.10344444960355759, + 0.048155296593904495, + 0.06988697499036789, + 0.08656801283359528 + ], + "top_frames": [ + 4, + 2, + 6 + ], + "selected_reward": -0.033720921725034714 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070010140538216 + ], + "opposite_logprob_tokens": [ + -4.1410698890686035 + ], + "logprob_reward": -0.016070010140538216, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070010140538216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12735415995121002, + 0.027826230973005295, + 0.11782332509756088, + 0.24002255499362946, + 0.10106898099184036, + 0.06315328925848007, + 0.13227629661560059, + 0.020654264837503433, + 0.10958317667245865, + 0.060237690806388855 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.016070010140538216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9743339419364929 + ], + "opposite_logprob_tokens": [ + -0.4743339419364929 + ], + "logprob_reward": -0.9743339419364929, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9743339419364929, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1900249868631363, + 0.03074553795158863, + 0.1758747100830078, + 0.09131955355405807, + 0.1991972178220749, + 0.02855042740702629, + 0.058739081025123596, + 0.049846019595861435, + 0.09997161477804184, + 0.0757308304309845 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.9743339419364929 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289688169956207 + ], + "opposite_logprob_tokens": [ + -1.0539687871932983 + ], + "logprob_reward": -0.4289688169956207, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289688169956207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15101385116577148, + 0.06901474297046661, + 0.11553407460451126, + 0.12916384637355804, + 0.10837002098560333, + 0.050173237919807434, + 0.10746422410011292, + 0.050592128187417984, + 0.08785112202167511, + 0.13082274794578552 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.4289688169956207 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "The camera executes a rapid, dizzying 360-degree orbiting panorama at eye level, relentlessly rotating around a monolithic central concrete column within a desolate, brutalist tower. The column itself remains a sharp, immovable anchor in the shot, its raw, rough surface marked with indentations and the faint texture of the wooden form used to cast it. In stark contrast, the surrounding walls, constructed of deep reddish-brown brick, completely dissolve in a fluid swirl of horizontal stripes, their individual forms and textures lost in an extreme, naturalistic motion blur. With each rotation, a cold, clinical light from an unseen overhead source sweeps across the column's cylindrical form, creating a stroboscopic play of light and shadow that accentuates its gritty texture. The entire visual experience is a dizzying blur of soft grays and earthy ambers, generating a potent atmosphere of disorientation and oppression that emphasizes the building's cold, impersonal weight.", + "seed": 29505, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_10/index_3191_seed_29505_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5263825859874487, + "vlm_logprob": -0.5263825859874487, + "vlm_yes_no_margin": 1.325, + "vlm_token_credit": -0.5263825859874487, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8062549829483032 + ], + "opposite_logprob_tokens": [ + -0.18125499784946442 + ], + "logprob_reward": -1.8062549829483032, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8062549829483032, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11070915311574936, + 0.037304073572158813, + 0.3917720317840576, + 0.04491013288497925, + 0.018556544557213783, + 0.03508864343166351, + 0.019038284197449684, + 0.04083562642335892, + 0.2671244740486145, + 0.03466102108359337 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -1.8062549829483032 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02334199659526348 + ], + "opposite_logprob_tokens": [ + -3.7733418941497803 + ], + "logprob_reward": -0.02334199659526348, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02334199659526348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08599294722080231, + 0.03672970458865166, + 0.36561521887779236, + 0.06669796258211136, + 0.03057796321809292, + 0.044757094234228134, + 0.08173041045665741, + 0.08719097822904587, + 0.18100899457931519, + 0.01969873160123825 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.02334199659526348 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298388242721558 + ], + "opposite_logprob_tokens": [ + -2.2379839420318604 + ], + "logprob_reward": -0.11298388242721558, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298388242721558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13253207504749298, + 0.04385828226804733, + 0.03730599582195282, + 0.10777740925550461, + 0.034628767520189285, + 0.06227562204003334, + 0.04547802358865738, + 0.4254736304283142, + 0.09398051351308823, + 0.01668969728052616 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.11298388242721558 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5763143301010132 + ], + "opposite_logprob_tokens": [ + -0.8263143301010132 + ], + "logprob_reward": -0.5763143301010132, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5763143301010132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09656824171543121, + 0.04451040178537369, + 0.23151841759681702, + 0.11314313858747482, + 0.05189906433224678, + 0.07244031131267548, + 0.0386958010494709, + 0.20221774280071259, + 0.08208955824375153, + 0.0669173151254654 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.5763143301010132 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.113017737865448 + ], + "opposite_logprob_tokens": [ + -2.2380177974700928 + ], + "logprob_reward": -0.113017737865448, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.113017737865448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13076338171958923, + 0.03886447846889496, + 0.10554282367229462, + 0.03630263730883598, + 0.11437679082155228, + 0.06275887787342072, + 0.064893439412117, + 0.07119201123714447, + 0.30880001187324524, + 0.06650559604167938 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.113017737865448 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera executes a rapid, dizzying 360-degree orbiting panorama at eye level, relentlessly rotating around a monolithic central concrete column within a desolate, brutalist tower. The column itself remains a sharp, immovable anchor in the shot, its raw, rough surface marked with indentations and the faint texture of the wooden form used to cast it. In stark contrast, the surrounding walls, constructed of deep reddish-brown brick, completely dissolve in a fluid swirl of horizontal stripes, their individual forms and textures lost in an extreme, naturalistic motion blur. With each rotation, a cold, clinical light from an unseen overhead source sweeps across the column's cylindrical form, creating a stroboscopic play of light and shadow that accentuates its gritty texture. The entire visual experience is a dizzying blur of soft grays and earthy ambers, generating a potent atmosphere of disorientation and oppression that emphasizes the building's cold, impersonal weight.", + "seed": 29506, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_10/index_3191_seed_29506_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.5576014772988855, + "vlm_logprob": -0.5576014772988855, + "vlm_yes_no_margin": 1.924999976158142, + "vlm_token_credit": -0.5576014772988855, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3162115812301636 + ], + "opposite_logprob_tokens": [ + -0.3162115514278412 + ], + "logprob_reward": -1.3162115812301636, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3162115812301636, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06450531631708145, + 0.10138890892267227, + 0.10407907515764236, + 0.06352011114358902, + 0.07620814442634583, + 0.20426404476165771, + 0.04438640922307968, + 0.17643187940120697, + 0.09632594138383865, + 0.06889021396636963 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -1.3162115812301636 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006765435915440321 + ], + "opposite_logprob_tokens": [ + -5.006765365600586 + ], + "logprob_reward": -0.006765435915440321, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006765435915440321, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12402880936861038, + 0.06508047878742218, + 0.06485602259635925, + 0.05823422968387604, + 0.05448157712817192, + 0.1215754896402359, + 0.04617948457598686, + 0.35705339908599854, + 0.05848391726613045, + 0.05002657324075699 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.006765435915440321 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641940541565418 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.008641940541565418, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641940541565418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.263599693775177, + 0.09102704375982285, + 0.07988087832927704, + 0.06809460371732712, + 0.030865071341395378, + 0.15935668349266052, + 0.047693971544504166, + 0.10764101892709732, + 0.06790267676115036, + 0.08393833786249161 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.008641940541565418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134797811508179 + ], + "opposite_logprob_tokens": [ + -0.3134797513484955 + ], + "logprob_reward": -1.3134797811508179, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134797811508179, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12164168804883957, + 0.06370756775140762, + 0.07329859584569931, + 0.11802927404642105, + 0.028622478246688843, + 0.16801102459430695, + 0.04389863461256027, + 0.21376287937164307, + 0.12202341109514236, + 0.04700440913438797 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -1.3134797811508179 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14290864765644073 + ], + "opposite_logprob_tokens": [ + -2.0179085731506348 + ], + "logprob_reward": -0.14290864765644073, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14290864765644073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05848822742700577, + 0.05639147013425827, + 0.09379743784666061, + 0.09880299121141434, + 0.03760090470314026, + 0.16605675220489502, + 0.09176579862833023, + 0.2755272090435028, + 0.05666284263134003, + 0.0649062842130661 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.14290864765644073 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "The camera executes a rapid, dizzying 360-degree orbiting panorama at eye level, relentlessly rotating around a monolithic central concrete column within a desolate, brutalist tower. The column itself remains a sharp, immovable anchor in the shot, its raw, rough surface marked with indentations and the faint texture of the wooden form used to cast it. In stark contrast, the surrounding walls, constructed of deep reddish-brown brick, completely dissolve in a fluid swirl of horizontal stripes, their individual forms and textures lost in an extreme, naturalistic motion blur. With each rotation, a cold, clinical light from an unseen overhead source sweeps across the column's cylindrical form, creating a stroboscopic play of light and shadow that accentuates its gritty texture. The entire visual experience is a dizzying blur of soft grays and earthy ambers, generating a potent atmosphere of disorientation and oppression that emphasizes the building's cold, impersonal weight.", + "seed": 29507, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_10/index_3191_seed_29507_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.42574404254555703, + "vlm_logprob": -0.42574404254555703, + "vlm_yes_no_margin": 1.75, + "vlm_token_credit": -0.42574404254555703, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.408994197845459 + ], + "opposite_logprob_tokens": [ + -0.28399425745010376 + ], + "logprob_reward": -1.408994197845459, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.408994197845459, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1795840859413147, + 0.06908556818962097, + 0.0786808505654335, + 0.15131355822086334, + 0.10043040663003922, + 0.2391221821308136, + 0.04559151455760002, + 0.04716021567583084, + 0.03542886674404144, + 0.05360274389386177 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -1.408994197845459 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020624347031116486 + ], + "opposite_logprob_tokens": [ + -3.8956243991851807 + ], + "logprob_reward": -0.020624347031116486, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020624347031116486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13677038252353668, + 0.033492058515548706, + 0.030392739921808243, + 0.04083377495408058, + 0.040537986904382706, + 0.10095515102148056, + 0.04374990984797478, + 0.05377934128046036, + 0.05022762715816498, + 0.4692610800266266 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.020624347031116486 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373129293322563 + ], + "opposite_logprob_tokens": [ + -3.40873122215271 + ], + "logprob_reward": -0.03373129293322563, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373129293322563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09215404838323593, + 0.04468671604990959, + 0.06726611405611038, + 0.06507320702075958, + 0.15731795132160187, + 0.15836893022060394, + 0.05839657410979271, + 0.07409235835075378, + 0.20476441085338593, + 0.07787971198558807 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.03373129293322563 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762792229652405 + ], + "opposite_logprob_tokens": [ + -0.8262792229652405 + ], + "logprob_reward": -0.5762792229652405, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762792229652405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17207637429237366, + 0.035280585289001465, + 0.07617891579866409, + 0.10174591094255447, + 0.07291807979345322, + 0.19082839787006378, + 0.08762595802545547, + 0.08334086835384369, + 0.06506816297769547, + 0.11493675410747528 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.5762792229652405 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera execute a rapid 360-degree orbiting rotation around the central subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a monolithic central concrete column visible as the sharp, immovable anchor in the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the surrounding walls constructed of deep reddish-brown brick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the surrounding walls dissolve into a fluid swirl of horizontal stripes with extreme naturalistic motion blur?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cold, clinical light from an unseen overhead source sweep across the column creating stroboscopic light and shadow?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08909115195274353 + ], + "opposite_logprob_tokens": [ + -2.4640910625457764 + ], + "logprob_reward": -0.08909115195274353, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08909115195274353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.386450856924057, + 0.050338562577962875, + 0.03203445300459862, + 0.035564716905355453, + 0.03044707700610161, + 0.05505803972482681, + 0.03223840892314911, + 0.05491086095571518, + 0.10498593747615814, + 0.21797117590904236 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.08909115195274353 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_11/index_tensor([4785, 4785])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_11/index_tensor([4785, 4785])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..43e62602879e1bb23e5af9403f2f8e22c104a861 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_11/index_tensor([4785, 4785])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slightly upward-angled, side-on tracking medium shot follows Zhu Bajie closely. On his signature pig face, a pair of oversized ears droop limply, his broad nose twitching slightly from the effort, his expression a mixture of fatigue and impatience. He wears a simple blue monk's robe, darkened by sweat and dust, strained by his chubby belly. His right shoulder bears the heavy weight of his famous nine-toothed rake, the jet-black metal head bobbing behind him with every bumpy step. He struggles to maintain his balance with one hand gripping the thick handle. He walks along a narrow, rugged, gravelly mountain path, each step carefully and clumsily taken. His heavy body sways from side to side, occasionally stumbling on the stones beneath his feet, and a subtle gasp escapes his lips. The entire scene is shrouded in the soft but relentless diffuse light of an overcast sky, highlighting the rough texture of the rocks and the folds of his clothes. The mountains in the distance appear as gray outlines, dotted with sparse dead trees and tenacious shrubs, creating an atmosphere of arduous journey, loneliness and a hint of humor.", + "seed": 22628, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_11/index_4785_seed_22628_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.018523084092885257, + "vlm_logprob": -0.018523084092885257, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.018523084092885257, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04886152967810631 + ], + "opposite_logprob_tokens": [ + -3.048861503601074 + ], + "logprob_reward": -0.04886152967810631, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04886152967810631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13869990408420563, + 0.024798933416604996, + 0.08728055655956268, + 0.03848062828183174, + 0.08642654120922089, + 0.019416430965065956, + 0.3464046120643616, + 0.14154118299484253, + 0.028840886428952217, + 0.0881103053689003 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.04886152967810631 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00249301316216588 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.00249301316216588, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00249301316216588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15637244284152985, + 0.03171977400779724, + 0.09318722784519196, + 0.051666393876075745, + 0.046528253704309464, + 0.02429431490600109, + 0.46144986152648926, + 0.04437714442610741, + 0.018755830824375153, + 0.07164876163005829 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.00249301316216588 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016060274094343185 + ], + "opposite_logprob_tokens": [ + -4.1410603523254395 + ], + "logprob_reward": -0.016060274094343185, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016060274094343185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02778465859591961, + 0.008486082777380943, + 0.027022480964660645, + 0.011216429993510246, + 0.008525931276381016, + 0.014435863122344017, + 0.7578092813491821, + 0.01632460579276085, + 0.06273652613162994, + 0.06565812230110168 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.016060274094343185 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020569927990436554 + ], + "opposite_logprob_tokens": [ + -3.8955700397491455 + ], + "logprob_reward": -0.020569927990436554, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020569927990436554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08635476976633072, + 0.026436621323227882, + 0.05033286660909653, + 0.05564633756875992, + 0.025113392621278763, + 0.02037746086716652, + 0.583335816860199, + 0.01950104720890522, + 0.027627015486359596, + 0.10527468472719193 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.020569927990436554 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046306755393743515 + ], + "opposite_logprob_tokens": [ + -5.3796305656433105 + ], + "logprob_reward": -0.0046306755393743515, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046306755393743515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28963232040405273, + 0.07499625533819199, + 0.21259605884552002, + 0.06536485999822617, + 0.030981168150901794, + 0.0288471058011055, + 0.10077445209026337, + 0.026466459035873413, + 0.044841304421424866, + 0.12550000846385956 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.0046306755393743515 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly upward-angled, side-on tracking medium shot follows Zhu Bajie closely. On his signature pig face, a pair of oversized ears droop limply, his broad nose twitching slightly from the effort, his expression a mixture of fatigue and impatience. He wears a simple blue monk's robe, darkened by sweat and dust, strained by his chubby belly. His right shoulder bears the heavy weight of his famous nine-toothed rake, the jet-black metal head bobbing behind him with every bumpy step. He struggles to maintain his balance with one hand gripping the thick handle. He walks along a narrow, rugged, gravelly mountain path, each step carefully and clumsily taken. His heavy body sways from side to side, occasionally stumbling on the stones beneath his feet, and a subtle gasp escapes his lips. The entire scene is shrouded in the soft but relentless diffuse light of an overcast sky, highlighting the rough texture of the rocks and the folds of his clothes. The mountains in the distance appear as gray outlines, dotted with sparse dead trees and tenacious shrubs, creating an atmosphere of arduous journey, loneliness and a hint of humor.", + "seed": 22629, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_11/index_4785_seed_22629_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.036776564177125694, + "vlm_logprob": -0.036776564177125694, + "vlm_yes_no_margin": 4.149999952316284, + "vlm_token_credit": -0.036776564177125694, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.143191859126091 + ], + "opposite_logprob_tokens": [ + -2.0181918144226074 + ], + "logprob_reward": -0.143191859126091, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.143191859126091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40734073519706726, + 0.053472500294446945, + 0.03385530039668083, + 0.07438462227582932, + 0.06478270143270493, + 0.20554469525814056, + 0.08607012033462524, + 0.010896585881710052, + 0.0385204441845417, + 0.025132328271865845 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.143191859126091 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647849783301353 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008647849783301353, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647849783301353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6024056673049927, + 0.05275041237473488, + 0.03936242684721947, + 0.0398096926510334, + 0.052260249853134155, + 0.10400284081697464, + 0.054217495024204254, + 0.02336340770125389, + 0.015750858932733536, + 0.01607695035636425 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.008647849783301353 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018179109320044518 + ], + "opposite_logprob_tokens": [ + -4.018178939819336 + ], + "logprob_reward": -0.018179109320044518, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018179109320044518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11334090679883957, + 0.08123611658811569, + 0.09656239300966263, + 0.15256617963314056, + 0.03991713002324104, + 0.10484276711940765, + 0.1865418553352356, + 0.04974474757909775, + 0.07516790926456451, + 0.10008007287979126 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.018179109320044518 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775268845260143 + ], + "opposite_logprob_tokens": [ + -4.634775161743164 + ], + "logprob_reward": -0.009775268845260143, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775268845260143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37248244881629944, + 0.15592268109321594, + 0.05250794067978859, + 0.07252181321382523, + 0.08114982396364212, + 0.07054851204156876, + 0.0491805262863636, + 0.016690433025360107, + 0.0824725404381752, + 0.04652320221066475 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.009775268845260143 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004088733810931444 + ], + "opposite_logprob_tokens": [ + -5.504088878631592 + ], + "logprob_reward": -0.004088733810931444, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004088733810931444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2426048219203949, + 0.05509381741285324, + 0.24882589280605316, + 0.03127219155430794, + 0.06869516521692276, + 0.047600552439689636, + 0.06341371685266495, + 0.012603020295500755, + 0.20486687123775482, + 0.02502403035759926 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.004088733810931444 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly upward-angled, side-on tracking medium shot follows Zhu Bajie closely. On his signature pig face, a pair of oversized ears droop limply, his broad nose twitching slightly from the effort, his expression a mixture of fatigue and impatience. He wears a simple blue monk's robe, darkened by sweat and dust, strained by his chubby belly. His right shoulder bears the heavy weight of his famous nine-toothed rake, the jet-black metal head bobbing behind him with every bumpy step. He struggles to maintain his balance with one hand gripping the thick handle. He walks along a narrow, rugged, gravelly mountain path, each step carefully and clumsily taken. His heavy body sways from side to side, occasionally stumbling on the stones beneath his feet, and a subtle gasp escapes his lips. The entire scene is shrouded in the soft but relentless diffuse light of an overcast sky, highlighting the rough texture of the rocks and the folds of his clothes. The mountains in the distance appear as gray outlines, dotted with sparse dead trees and tenacious shrubs, creating an atmosphere of arduous journey, loneliness and a hint of humor.", + "seed": 22630, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_11/index_4785_seed_22630_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.033988564368337394, + "vlm_logprob": -0.033988564368337394, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.033988564368337394, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11334699392318726 + ], + "opposite_logprob_tokens": [ + -2.238347053527832 + ], + "logprob_reward": -0.11334699392318726, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11334699392318726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3383650779724121, + 0.04670707881450653, + 0.07345598936080933, + 0.19011421501636505, + 0.06257090717554092, + 0.042838819324970245, + 0.07867413014173508, + 0.029925089329481125, + 0.09817550331354141, + 0.03917323797941208 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.11334699392318726 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004104048945009708 + ], + "opposite_logprob_tokens": [ + -5.504104137420654 + ], + "logprob_reward": -0.004104048945009708, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004104048945009708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24501515924930573, + 0.13286368548870087, + 0.05886544659733772, + 0.2555692493915558, + 0.02890664152801037, + 0.022893985733389854, + 0.0856383815407753, + 0.025316892191767693, + 0.05685693025588989, + 0.08807358890771866 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.004104048945009708 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808559477329254 + ], + "opposite_logprob_tokens": [ + -3.288085699081421 + ], + "logprob_reward": -0.03808559477329254, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808559477329254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2263084053993225, + 0.09388631582260132, + 0.05366705730557442, + 0.35530102252960205, + 0.050306789577007294, + 0.07294252514839172, + 0.03807736188173294, + 0.034693729132413864, + 0.041107699275016785, + 0.0337090864777565 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.03808559477329254 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009774796664714813 + ], + "opposite_logprob_tokens": [ + -4.634774684906006 + ], + "logprob_reward": -0.009774796664714813, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009774796664714813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14590130746364594, + 0.08254320919513702, + 0.03349373862147331, + 0.3654533326625824, + 0.08725621551275253, + 0.11757958680391312, + 0.025463711470365524, + 0.03355007991194725, + 0.03590087220072746, + 0.07285793870687485 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.009774796664714813 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004631387535482645 + ], + "opposite_logprob_tokens": [ + -5.379631519317627 + ], + "logprob_reward": -0.004631387535482645, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004631387535482645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2889503538608551, + 0.15289287269115448, + 0.1505899727344513, + 0.08376797288656235, + 0.06564479321241379, + 0.1359434872865677, + 0.05274449288845062, + 0.017937524244189262, + 0.01983608864247799, + 0.03169241175055504 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.004631387535482645 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly upward-angled, side-on tracking medium shot follows Zhu Bajie closely. On his signature pig face, a pair of oversized ears droop limply, his broad nose twitching slightly from the effort, his expression a mixture of fatigue and impatience. He wears a simple blue monk's robe, darkened by sweat and dust, strained by his chubby belly. His right shoulder bears the heavy weight of his famous nine-toothed rake, the jet-black metal head bobbing behind him with every bumpy step. He struggles to maintain his balance with one hand gripping the thick handle. He walks along a narrow, rugged, gravelly mountain path, each step carefully and clumsily taken. His heavy body sways from side to side, occasionally stumbling on the stones beneath his feet, and a subtle gasp escapes his lips. The entire scene is shrouded in the soft but relentless diffuse light of an overcast sky, highlighting the rough texture of the rocks and the folds of his clothes. The mountains in the distance appear as gray outlines, dotted with sparse dead trees and tenacious shrubs, creating an atmosphere of arduous journey, loneliness and a hint of humor.", + "seed": 22631, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_11/index_4785_seed_22631_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02890946567058563, + "vlm_logprob": -0.02890946567058563, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.02890946567058563, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07920532673597336 + ], + "opposite_logprob_tokens": [ + -2.579205274581909 + ], + "logprob_reward": -0.07920532673597336, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07920532673597336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12971612811088562, + 0.10199804604053497, + 0.07382099330425262, + 0.33578044176101685, + 0.1118236780166626, + 0.13912245631217957, + 0.011808620765805244, + 0.043070707470178604, + 0.01833566278219223, + 0.034523267298936844 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.07920532673597336 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744596175849438 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.006744596175849438, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744596175849438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15957534313201904, + 0.09429878741502762, + 0.07519526779651642, + 0.22925657033920288, + 0.09935370832681656, + 0.14041931927204132, + 0.03428918495774269, + 0.07875772565603256, + 0.03749438375234604, + 0.05135970562696457 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.006744596175849438 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369049355387688 + ], + "opposite_logprob_tokens": [ + -3.4086904525756836 + ], + "logprob_reward": -0.03369049355387688, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369049355387688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12915152311325073, + 0.27356022596359253, + 0.10276459157466888, + 0.09715166687965393, + 0.049952566623687744, + 0.1449669599533081, + 0.028790749609470367, + 0.10563194006681442, + 0.0324748232960701, + 0.03555498272180557 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.03369049355387688 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018177472054958344 + ], + "opposite_logprob_tokens": [ + -4.018177509307861 + ], + "logprob_reward": -0.018177472054958344, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018177472054958344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28714168071746826, + 0.05650298297405243, + 0.05867445841431618, + 0.11030169576406479, + 0.04987320303916931, + 0.2577441930770874, + 0.02842782996594906, + 0.06460904330015182, + 0.04716948792338371, + 0.03955545648932457 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.018177472054958344 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the character Zhu Bajie visible with a pig face, oversized drooping ears, and a broad nose?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhu Bajie wearing a simple blue monk's robe that appears darkened by sweat and dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a nine-toothed rake with a jet-black metal head visible on his right shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character walking along a narrow, rugged, gravelly mountain path while swaying and stumbling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by soft diffuse light under an overcast sky with gray mountains in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729439832270145 + ], + "opposite_logprob_tokens": [ + -5.006729602813721 + ], + "logprob_reward": -0.006729439832270145, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729439832270145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27358192205429077, + 0.1254972666501999, + 0.08971770852804184, + 0.09386463463306427, + 0.03775967285037041, + 0.16722099483013153, + 0.02720911055803299, + 0.10372443497180939, + 0.043969880789518356, + 0.03745434805750847 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.006729439832270145 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_12/index_tensor([6156, 6156])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_12/index_tensor([6156, 6156])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a103444353750ac043e4b81301a1f7d60f9956f1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_12/index_tensor([6156, 6156])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Static, serene long shots capture a tranquil scene of harmony between nature and architecture. A gentle waterfall, resembling a series of delicate ribbons of white water, cascades gracefully over dark, damp rocks covered in vibrant, velvety green moss. Beside this natural waterfall stands an elegant hexagonal Chinese pavilion, its foundations close to the water's edge. The pavilion's columns are painted a rich crimson lacquer, and its structure features an intricate dark wooden latticework. The gracefully overhanging eaves of the multi-tiered roof are adorned with deep blue glazed tiles, which, in the soft, diffuse light of an overcast sky, possess a subtle, damp glow. The waters of the waterfall converge at the base into a calm, crystal-clear pool, its surface remaining perfectly preserved save for gentle ripples at the confluence of the cascades. The entire scene, nestled within a lush setting of ancient, gnarled trees and verdant foliage, creates an atmosphere of deep tranquility, contemplation, and timelessness.", + "seed": 30084, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_12/index_6156_seed_30084_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0036163103999570013, + "vlm_logprob": -0.0036163103999570013, + "vlm_yes_no_margin": 5.8, + "vlm_token_credit": -0.0036163103999570013, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005136982072144747 + ], + "opposite_logprob_tokens": [ + -5.380136966705322 + ], + "logprob_reward": -0.005136982072144747, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005136982072144747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30376365780830383, + 0.048570968210697174, + 0.08343745023012161, + 0.10897564888000488, + 0.06321468949317932, + 0.05237836018204689, + 0.12534180283546448, + 0.04886658117175102, + 0.05984581634402275, + 0.10560498386621475 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.005136982072144747 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001723591354675591 + ], + "opposite_logprob_tokens": [ + -6.376723766326904 + ], + "logprob_reward": -0.001723591354675591, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001723591354675591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10832429677248001, + 0.0881199762225151, + 0.1258537620306015, + 0.17716488242149353, + 0.13944432139396667, + 0.057978566735982895, + 0.1586422175168991, + 0.04786046966910362, + 0.06426845490932465, + 0.03234304115176201 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.001723591354675591 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252727307379246 + ], + "opposite_logprob_tokens": [ + -5.255252838134766 + ], + "logprob_reward": -0.005252727307379246, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252727307379246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20432554185390472, + 0.052728231996297836, + 0.05591445788741112, + 0.07779200375080109, + 0.12130440771579742, + 0.07268865406513214, + 0.18543408811092377, + 0.10168209671974182, + 0.0724613294005394, + 0.05566922575235367 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.005252727307379246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013341344892978668 + ], + "opposite_logprob_tokens": [ + -6.626334190368652 + ], + "logprob_reward": -0.0013341344892978668, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013341344892978668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.255174845457077, + 0.04522878676652908, + 0.21277332305908203, + 0.08175817877054214, + 0.11344227194786072, + 0.08429094403982162, + 0.04847642779350281, + 0.03490746021270752, + 0.03911370411515236, + 0.08483412116765976 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.0013341344892978668 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634116776287556 + ], + "opposite_logprob_tokens": [ + -5.379633903503418 + ], + "logprob_reward": -0.004634116776287556, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634116776287556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3527907133102417, + 0.08652129024267197, + 0.08573442697525024, + 0.0651232898235321, + 0.05986807867884636, + 0.04245449975132942, + 0.06284317374229431, + 0.05894402042031288, + 0.03304319083690643, + 0.15267734229564667 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.004634116776287556 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Static, serene long shots capture a tranquil scene of harmony between nature and architecture. A gentle waterfall, resembling a series of delicate ribbons of white water, cascades gracefully over dark, damp rocks covered in vibrant, velvety green moss. Beside this natural waterfall stands an elegant hexagonal Chinese pavilion, its foundations close to the water's edge. The pavilion's columns are painted a rich crimson lacquer, and its structure features an intricate dark wooden latticework. The gracefully overhanging eaves of the multi-tiered roof are adorned with deep blue glazed tiles, which, in the soft, diffuse light of an overcast sky, possess a subtle, damp glow. The waters of the waterfall converge at the base into a calm, crystal-clear pool, its surface remaining perfectly preserved save for gentle ripples at the confluence of the cascades. The entire scene, nestled within a lush setting of ancient, gnarled trees and verdant foliage, creates an atmosphere of deep tranquility, contemplation, and timelessness.", + "seed": 30085, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_12/index_6156_seed_30085_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.006272420100867748, + "vlm_logprob": -0.006272420100867748, + "vlm_yes_no_margin": 5.575, + "vlm_token_credit": -0.006272420100867748, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003584628226235509 + ], + "opposite_logprob_tokens": [ + -5.753584861755371 + ], + "logprob_reward": -0.003584628226235509, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003584628226235509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12514837086200714, + 0.1849435418844223, + 0.030997445806860924, + 0.020235665142536163, + 0.06269664317369461, + 0.0345497727394104, + 0.07687707990407944, + 0.10581081360578537, + 0.1380096971988678, + 0.2207310050725937 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.003584628226235509 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015220972709357738 + ], + "opposite_logprob_tokens": [ + -6.501522064208984 + ], + "logprob_reward": -0.0015220972709357738, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015220972709357738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09849601238965988, + 0.2844046950340271, + 0.055541880428791046, + 0.048468105494976044, + 0.04818800464272499, + 0.01428527943789959, + 0.04410018026828766, + 0.01904752105474472, + 0.30249643325805664, + 0.0849718451499939 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.0015220972709357738 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577402785420418 + ], + "opposite_logprob_tokens": [ + -3.8955774307250977 + ], + "logprob_reward": -0.020577402785420418, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577402785420418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33211132884025574, + 0.09801782667636871, + 0.04076150432229042, + 0.04966595768928528, + 0.13610832393169403, + 0.038245826959609985, + 0.03139718249440193, + 0.027951935306191444, + 0.20479083061218262, + 0.04094928503036499 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.020577402785420418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003191023599356413 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.003191023599356413, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003191023599356413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36286523938179016, + 0.059443023055791855, + 0.019459743052721024, + 0.05449596792459488, + 0.07078970223665237, + 0.0858185663819313, + 0.024473140016198158, + 0.022406280040740967, + 0.14667844772338867, + 0.15356984734535217 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.003191023599356413 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002486948622390628 + ], + "opposite_logprob_tokens": [ + -6.0024871826171875 + ], + "logprob_reward": -0.002486948622390628, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002486948622390628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34466826915740967, + 0.11323059350252151, + 0.04409998655319214, + 0.019837185740470886, + 0.019020944833755493, + 0.023351281881332397, + 0.03884246200323105, + 0.07692651450634003, + 0.08911322802305222, + 0.23090951144695282 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.002486948622390628 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Static, serene long shots capture a tranquil scene of harmony between nature and architecture. A gentle waterfall, resembling a series of delicate ribbons of white water, cascades gracefully over dark, damp rocks covered in vibrant, velvety green moss. Beside this natural waterfall stands an elegant hexagonal Chinese pavilion, its foundations close to the water's edge. The pavilion's columns are painted a rich crimson lacquer, and its structure features an intricate dark wooden latticework. The gracefully overhanging eaves of the multi-tiered roof are adorned with deep blue glazed tiles, which, in the soft, diffuse light of an overcast sky, possess a subtle, damp glow. The waters of the waterfall converge at the base into a calm, crystal-clear pool, its surface remaining perfectly preserved save for gentle ripples at the confluence of the cascades. The entire scene, nestled within a lush setting of ancient, gnarled trees and verdant foliage, creates an atmosphere of deep tranquility, contemplation, and timelessness.", + "seed": 30086, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_12/index_6156_seed_30086_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.010293334512971342, + "vlm_logprob": -0.010293334512971342, + "vlm_yes_no_margin": 5.35, + "vlm_token_credit": -0.010293334512971342, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005750778131186962 + ], + "opposite_logprob_tokens": [ + -5.25575065612793 + ], + "logprob_reward": -0.005750778131186962, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005750778131186962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18587732315063477, + 0.08963218331336975, + 0.1020139679312706, + 0.06328796595335007, + 0.09258296340703964, + 0.03705486282706261, + 0.06480472534894943, + 0.032458871603012085, + 0.1303357630968094, + 0.20195133984088898 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.005750778131186962 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013448490062728524 + ], + "opposite_logprob_tokens": [ + -6.626344680786133 + ], + "logprob_reward": -0.0013448490062728524, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013448490062728524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2135668247938156, + 0.18463242053985596, + 0.14416007697582245, + 0.06014131009578705, + 0.11123372614383698, + 0.09365406632423401, + 0.03306647390127182, + 0.028869060799479485, + 0.03948216512799263, + 0.09119386970996857 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0013448490062728524 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038086626678705215 + ], + "opposite_logprob_tokens": [ + -3.2880866527557373 + ], + "logprob_reward": -0.038086626678705215, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038086626678705215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19471648335456848, + 0.08334848284721375, + 0.14759156107902527, + 0.12527313828468323, + 0.09459366649389267, + 0.09003983438014984, + 0.05722677707672119, + 0.059849996119737625, + 0.03373955190181732, + 0.11362048238515854 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.038086626678705215 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021942604798823595 + ], + "opposite_logprob_tokens": [ + -6.127194404602051 + ], + "logprob_reward": -0.0021942604798823595, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021942604798823595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08643260598182678, + 0.39232948422431946, + 0.20685851573944092, + 0.08546831458806992, + 0.04436907917261124, + 0.047988831996917725, + 0.02296941541135311, + 0.028608961030840874, + 0.035826362669467926, + 0.049148425459861755 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.0021942604798823595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040901582688093185 + ], + "opposite_logprob_tokens": [ + -5.504090309143066 + ], + "logprob_reward": -0.0040901582688093185, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040901582688093185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19770748913288116, + 0.34409308433532715, + 0.041103411465883255, + 0.16490614414215088, + 0.050462253391742706, + 0.019686032086610794, + 0.02729004994034767, + 0.030652862042188644, + 0.05754316970705986, + 0.0665554627776146 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0040901582688093185 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Static, serene long shots capture a tranquil scene of harmony between nature and architecture. A gentle waterfall, resembling a series of delicate ribbons of white water, cascades gracefully over dark, damp rocks covered in vibrant, velvety green moss. Beside this natural waterfall stands an elegant hexagonal Chinese pavilion, its foundations close to the water's edge. The pavilion's columns are painted a rich crimson lacquer, and its structure features an intricate dark wooden latticework. The gracefully overhanging eaves of the multi-tiered roof are adorned with deep blue glazed tiles, which, in the soft, diffuse light of an overcast sky, possess a subtle, damp glow. The waters of the waterfall converge at the base into a calm, crystal-clear pool, its surface remaining perfectly preserved save for gentle ripples at the confluence of the cascades. The entire scene, nestled within a lush setting of ancient, gnarled trees and verdant foliage, creates an atmosphere of deep tranquility, contemplation, and timelessness.", + "seed": 30087, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_12/index_6156_seed_30087_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.007353696622885764, + "vlm_logprob": -0.007353696622885764, + "vlm_yes_no_margin": 5.425, + "vlm_token_credit": -0.007353696622885764, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006295373663306236 + ], + "opposite_logprob_tokens": [ + -5.131295204162598 + ], + "logprob_reward": -0.006295373663306236, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006295373663306236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1985030472278595, + 0.13332344591617584, + 0.06824444234371185, + 0.046269871294498444, + 0.05040786787867546, + 0.11845100671052933, + 0.20871296525001526, + 0.045903418213129044, + 0.06797907501459122, + 0.06220483407378197 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.006295373663306236 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015211451100185513 + ], + "opposite_logprob_tokens": [ + -6.501521110534668 + ], + "logprob_reward": -0.0015211451100185513, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015211451100185513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18314726650714874, + 0.10499527305364609, + 0.058496300131082535, + 0.03237418085336685, + 0.08983197063207626, + 0.037836626172065735, + 0.2542112171649933, + 0.1480192393064499, + 0.03667804226279259, + 0.054409828037023544 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.0015211451100185513 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0232792217284441 + ], + "opposite_logprob_tokens": [ + -3.7732791900634766 + ], + "logprob_reward": -0.0232792217284441, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0232792217284441, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2625943720340729, + 0.1394580602645874, + 0.06865663826465607, + 0.08284089714288712, + 0.05050306022167206, + 0.04418083280324936, + 0.10836878418922424, + 0.09017864614725113, + 0.057987041771411896, + 0.09523163735866547 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0232792217284441 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031874587293714285 + ], + "opposite_logprob_tokens": [ + -5.753187656402588 + ], + "logprob_reward": -0.0031874587293714285, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031874587293714285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3630301058292389, + 0.1663559079170227, + 0.09171382337808609, + 0.06399573385715485, + 0.03792733699083328, + 0.03781229630112648, + 0.06495772302150726, + 0.058101486414670944, + 0.06506817787885666, + 0.051037468016147614 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0031874587293714285 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is a waterfall cascading over dark, damp rocks covered in vibrant green moss visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is an elegant hexagonal Chinese pavilion standing beside the waterfall with foundations close to the water's edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the pavilion's columns feature a rich crimson lacquer finish and intricate dark wooden latticework?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the multi-tiered roof have gracefully overhanging eaves adorned with deep blue glazed tiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a lush environment of ancient, gnarled trees and verdant foliage under an overcast sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024852838832885027 + ], + "opposite_logprob_tokens": [ + -6.002485275268555 + ], + "logprob_reward": -0.0024852838832885027, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024852838832885027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42975929379463196, + 0.10483100265264511, + 0.038433656096458435, + 0.04732677340507507, + 0.04045037180185318, + 0.06835375726222992, + 0.09206286817789078, + 0.0846436619758606, + 0.0478314533829689, + 0.04630715027451515 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0024852838832885027 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_13/index_tensor([8932, 8932])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_13/index_tensor([8932, 8932])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..afe0b972c40f3b9fef025d343ffad123f424ced7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_13/index_tensor([8932, 8932])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle close-up focuses on a vintage train ticket, its thick, cream-colored card lying flat against a cold, dark, gunmetal-gray metal surface. The ticket is covered in a fine, shimmering crystal frosting that subtly glows under the harsh blue-white overhead lighting, creating a stark and mysterious atmosphere. The camera begins a slow, steady push-in, inexorably approaching as a hairline crack suddenly appears in the ticket's frosted surface. This initial crack spreads outward like a brittle, spiderweb-like structure, branching into a complex network of cracks that pierce the cardstock like shattering ice. As the camera transitions to extreme close-up, the ticket's structural integrity completely fails, splintering into dozens of sharp, angular, geometric fragments. These fragments slide slightly, revealing the dark, cold metal beneath, which gleams in the clinical light.", + "seed": 32039, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_13/index_8932_seed_32039_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025123208248987793, + "vlm_logprob": -0.025123208248987793, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.025123208248987793, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07998540997505188 + ], + "opposite_logprob_tokens": [ + -2.5799853801727295 + ], + "logprob_reward": -0.07998540997505188, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07998540997505188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37446898221969604, + 0.0663507878780365, + 0.08950088918209076, + 0.04730702191591263, + 0.09633047133684158, + 0.18504120409488678, + 0.04242301732301712, + 0.048214253038167953, + 0.02893957868218422, + 0.02142374962568283 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.07998540997505188 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008656713180243969 + ], + "opposite_logprob_tokens": [ + -4.7586565017700195 + ], + "logprob_reward": -0.008656713180243969, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008656713180243969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13902521133422852, + 0.09203709661960602, + 0.12947553396224976, + 0.07247679680585861, + 0.10632328689098358, + 0.132663294672966, + 0.07515934854745865, + 0.09408985823392868, + 0.08168552070856094, + 0.07706408202648163 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.008656713180243969 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205827746540308 + ], + "opposite_logprob_tokens": [ + -3.895582675933838 + ], + "logprob_reward": -0.0205827746540308, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205827746540308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2787048816680908, + 0.056269291788339615, + 0.020969532430171967, + 0.025970173999667168, + 0.022207526490092278, + 0.23366564512252808, + 0.031678855419158936, + 0.0966222882270813, + 0.11491122096776962, + 0.11900051683187485 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.0205827746540308 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002198899397626519 + ], + "opposite_logprob_tokens": [ + -6.127198696136475 + ], + "logprob_reward": -0.002198899397626519, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002198899397626519, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13056020438671112, + 0.024227093905210495, + 0.053681813180446625, + 0.03153388947248459, + 0.024634454399347305, + 0.3231947720050812, + 0.046395741403102875, + 0.06795395165681839, + 0.10633715987205505, + 0.19148088991641998 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.002198899397626519 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192244037985802 + ], + "opposite_logprob_tokens": [ + -4.2641921043396 + ], + "logprob_reward": -0.014192244037985802, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192244037985802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11019854247570038, + 0.014222552068531513, + 0.04863717406988144, + 0.037533074617385864, + 0.06479857861995697, + 0.48693138360977173, + 0.05808042362332344, + 0.08069054782390594, + 0.06506525725126266, + 0.03384247422218323 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.014192244037985802 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle close-up focuses on a vintage train ticket, its thick, cream-colored card lying flat against a cold, dark, gunmetal-gray metal surface. The ticket is covered in a fine, shimmering crystal frosting that subtly glows under the harsh blue-white overhead lighting, creating a stark and mysterious atmosphere. The camera begins a slow, steady push-in, inexorably approaching as a hairline crack suddenly appears in the ticket's frosted surface. This initial crack spreads outward like a brittle, spiderweb-like structure, branching into a complex network of cracks that pierce the cardstock like shattering ice. As the camera transitions to extreme close-up, the ticket's structural integrity completely fails, splintering into dozens of sharp, angular, geometric fragments. These fragments slide slightly, revealing the dark, cold metal beneath, which gleams in the clinical light.", + "seed": 32040, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_13/index_8932_seed_32040_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.034846922173164784, + "vlm_logprob": -0.034846922173164784, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.034846922173164784, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08980919420719147 + ], + "opposite_logprob_tokens": [ + -2.4648091793060303 + ], + "logprob_reward": -0.08980919420719147, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08980919420719147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17408254742622375, + 0.2843160033226013, + 0.03826351836323738, + 0.12078707665205002, + 0.04028114303946495, + 0.04935886710882187, + 0.05941564962267876, + 0.027267372235655785, + 0.17750351130962372, + 0.028724318370223045 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.08980919420719147 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962323863059282 + ], + "opposite_logprob_tokens": [ + -5.130962371826172 + ], + "logprob_reward": -0.005962323863059282, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962323863059282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19376704096794128, + 0.21937748789787292, + 0.022484559565782547, + 0.10423135757446289, + 0.051948487758636475, + 0.03684685751795769, + 0.15036138892173767, + 0.08711188286542892, + 0.07166135311126709, + 0.062209632247686386 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.005962323863059282 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043057121336460114 + ], + "opposite_logprob_tokens": [ + -3.1680572032928467 + ], + "logprob_reward": -0.043057121336460114, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043057121336460114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17838750779628754, + 0.0877576544880867, + 0.01855849288403988, + 0.1571022868156433, + 0.10297193378210068, + 0.052453115582466125, + 0.07158060371875763, + 0.0613282136619091, + 0.2432517409324646, + 0.026608485728502274 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.043057121336460114 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017147850012406707 + ], + "opposite_logprob_tokens": [ + -6.376714706420898 + ], + "logprob_reward": -0.0017147850012406707, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017147850012406707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07558058947324753, + 0.2225319743156433, + 0.01795986108481884, + 0.05612340569496155, + 0.08109402656555176, + 0.051116012036800385, + 0.16167300939559937, + 0.04758378490805626, + 0.21323031187057495, + 0.07310699671506882 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.0017147850012406707 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369118645787239 + ], + "opposite_logprob_tokens": [ + -3.408691167831421 + ], + "logprob_reward": -0.03369118645787239, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369118645787239, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1331484615802765, + 0.16316840052604675, + 0.014225710183382034, + 0.1278824806213379, + 0.15775637328624725, + 0.11735972762107849, + 0.15227176249027252, + 0.0370151661336422, + 0.05375790596008301, + 0.04341406747698784 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.03369118645787239 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle close-up focuses on a vintage train ticket, its thick, cream-colored card lying flat against a cold, dark, gunmetal-gray metal surface. The ticket is covered in a fine, shimmering crystal frosting that subtly glows under the harsh blue-white overhead lighting, creating a stark and mysterious atmosphere. The camera begins a slow, steady push-in, inexorably approaching as a hairline crack suddenly appears in the ticket's frosted surface. This initial crack spreads outward like a brittle, spiderweb-like structure, branching into a complex network of cracks that pierce the cardstock like shattering ice. As the camera transitions to extreme close-up, the ticket's structural integrity completely fails, splintering into dozens of sharp, angular, geometric fragments. These fragments slide slightly, revealing the dark, cold metal beneath, which gleams in the clinical light.", + "seed": 32041, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_13/index_8932_seed_32041_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07165164919570088, + "vlm_logprob": -0.07165164919570088, + "vlm_yes_no_margin": 3.999999988079071, + "vlm_token_credit": -0.07165164919570088, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3145330548286438 + ], + "opposite_logprob_tokens": [ + -1.314532995223999 + ], + "logprob_reward": -0.3145330548286438, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.3145330548286438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3184196352958679, + 0.1580801159143448, + 0.09289789199829102, + 0.047116540372371674, + 0.06471478939056396, + 0.03475479036569595, + 0.08885577321052551, + 0.030786536633968353, + 0.11558728665113449, + 0.04878664389252663 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.3145330548286438 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011095726862549782 + ], + "opposite_logprob_tokens": [ + -4.5110955238342285 + ], + "logprob_reward": -0.011095726862549782, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011095726862549782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10645711421966553, + 0.1211879700422287, + 0.0883936882019043, + 0.024401109665632248, + 0.1495560109615326, + 0.040261268615722656, + 0.1568174511194229, + 0.19815880060195923, + 0.05519681051373482, + 0.05956977605819702 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.011095726862549782 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097993951290846 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004097993951290846, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097993951290846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14925946295261383, + 0.043912775814533234, + 0.04001866653561592, + 0.05460662767291069, + 0.045414190739393234, + 0.04910586029291153, + 0.30096447467803955, + 0.06456034630537033, + 0.18434970080852509, + 0.0678078904747963 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.004097993951290846 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052520157769322395 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.0052520157769322395, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052520157769322395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12069366127252579, + 0.0368838757276535, + 0.011562050320208073, + 0.0301874540746212, + 0.05536489188671112, + 0.04178910702466965, + 0.14140503108501434, + 0.2971853017807007, + 0.16504070162773132, + 0.09988799691200256 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.0052520157769322395 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023279454559087753 + ], + "opposite_logprob_tokens": [ + -3.7732794284820557 + ], + "logprob_reward": -0.023279454559087753, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023279454559087753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3268992602825165, + 0.030234478414058685, + 0.057646699249744415, + 0.0335673987865448, + 0.10183001309633255, + 0.10230667889118195, + 0.17779536545276642, + 0.052631594240665436, + 0.058221787214279175, + 0.05886676535010338 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.023279454559087753 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle close-up focuses on a vintage train ticket, its thick, cream-colored card lying flat against a cold, dark, gunmetal-gray metal surface. The ticket is covered in a fine, shimmering crystal frosting that subtly glows under the harsh blue-white overhead lighting, creating a stark and mysterious atmosphere. The camera begins a slow, steady push-in, inexorably approaching as a hairline crack suddenly appears in the ticket's frosted surface. This initial crack spreads outward like a brittle, spiderweb-like structure, branching into a complex network of cracks that pierce the cardstock like shattering ice. As the camera transitions to extreme close-up, the ticket's structural integrity completely fails, splintering into dozens of sharp, angular, geometric fragments. These fragments slide slightly, revealing the dark, cold metal beneath, which gleams in the clinical light.", + "seed": 32042, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_13/index_8932_seed_32042_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.052329577459022406, + "vlm_logprob": -0.052329577459022406, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.052329577459022406, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14537313580513 + ], + "opposite_logprob_tokens": [ + -2.0203731060028076 + ], + "logprob_reward": -0.14537313580513, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14537313580513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0938195064663887, + 0.07885190099477768, + 0.14636024832725525, + 0.34526297450065613, + 0.055247776210308075, + 0.08702381700277328, + 0.0592656284570694, + 0.06130636855959892, + 0.0514785572886467, + 0.021383123472332954 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.14537313580513 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554659508168697 + ], + "opposite_logprob_tokens": [ + -4.38755464553833 + ], + "logprob_reward": -0.012554659508168697, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554659508168697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16709470748901367, + 0.09483511745929718, + 0.08358031511306763, + 0.232110857963562, + 0.04602020978927612, + 0.08018024265766144, + 0.05914786085486412, + 0.06008313223719597, + 0.1275477558374405, + 0.0493997260928154 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.012554659508168697 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902997523546219 + ], + "opposite_logprob_tokens": [ + -2.4640300273895264 + ], + "logprob_reward": -0.08902997523546219, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902997523546219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08140218257904053, + 0.042963895946741104, + 0.03800700977444649, + 0.15683676302433014, + 0.047233082354068756, + 0.07722444087266922, + 0.09118290990591049, + 0.10900016874074936, + 0.17204023897647858, + 0.18410928547382355 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.08902997523546219 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076981201767921 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.011076981201767921, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076981201767921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04325246065855026, + 0.025179073214530945, + 0.12673698365688324, + 0.17952163517475128, + 0.12660586833953857, + 0.047192174941301346, + 0.10022349655628204, + 0.09860041737556458, + 0.19922757148742676, + 0.05346028506755829 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.011076981201767921 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage train ticket with a thick, cream-colored card appearance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ticket covered in a fine, shimmering crystal frosting that glows under blue-white lighting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the ticket develop a hairline crack that spreads into a spiderweb-like network of fractures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ticket splinter into dozens of sharp, angular, geometric fragments that reveal the dark metal surface beneath?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, steady push-in that transitions to an extreme close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036131355445832014 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.0036131355445832014, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036131355445832014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04154696688055992, + 0.05330399423837662, + 0.07225394248962402, + 0.40466025471687317, + 0.08283612877130508, + 0.05230135843157768, + 0.18692947924137115, + 0.029090765863656998, + 0.03938763961195946, + 0.03768946975469589 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.0036131355445832014 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_14/index_tensor([3142, 3142])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_14/index_tensor([3142, 3142])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d356d25c7f73251512adaa832ff6ca302e0dd954 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_14/index_tensor([3142, 3142])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide-angle, long shot, captured from a drone's perspective as it slowly pans to the right, captures a magnificent fairyland scene. Above a vast, swirling sea of clouds, a pair of lovers ride atop a massive crane, steadily and leisurely soaring over a continuous expanse of towering peaks. The man, clad in a white silk robe embroidered with silver cloud patterns, his long hair held back by a jade hairpin, possesses a handsome face and a serene expression. The woman beside him, clad in a pale pink gauze gown, her jet-black hair adorned with delicate pearl hairpins, nestles gently against the man's side, her gaze tenderly gazing into the distance. The crane they ride is ablaze white, its wingtips adorned with inky black. Its crimson crown emanates a gentle glow, and each flap of its broad wings is graceful and powerful. Soft golden morning light penetrates the dense mist, casting beams of Tyndall-effect light that shimmer upon them and the crane, casting a divine halo over their silk robes and pristine white feathers. The background is a typical ink painting style mountain range, with steep peaks dotted with vigorous ancient pines. Most of the mountainside is hidden in the flowing mist, creating a tranquil, otherworldly and oriental classical romantic atmosphere.", + "seed": 10732, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_14/index_3142_seed_10732_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16590153761208057, + "vlm_logprob": -0.16590153761208057, + "vlm_yes_no_margin": 2.874999988079071, + "vlm_token_credit": -0.16590153761208057, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3562312722206116 + ], + "opposite_logprob_tokens": [ + -1.2312312126159668 + ], + "logprob_reward": -0.3562312722206116, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3562312722206116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2971438765525818, + 0.11881882697343826, + 0.10552656650543213, + 0.11444992572069168, + 0.06512832641601562, + 0.03791547566652298, + 0.04889220744371414, + 0.04309603571891785, + 0.057819996029138565, + 0.11120874434709549 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.3562312722206116 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289383888244629 + ], + "opposite_logprob_tokens": [ + -1.053938388824463 + ], + "logprob_reward": -0.4289383888244629, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289383888244629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19271361827850342, + 0.09788115322589874, + 0.17871618270874023, + 0.10399839282035828, + 0.08295312523841858, + 0.04290369898080826, + 0.06492786854505539, + 0.04933244362473488, + 0.04769592359662056, + 0.13887754082679749 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.4289383888244629 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076462216675281525 + ], + "opposite_logprob_tokens": [ + -4.882646083831787 + ], + "logprob_reward": -0.0076462216675281525, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076462216675281525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09423124045133591, + 0.05964653939008713, + 0.11408385634422302, + 0.054038356989622116, + 0.025448663160204887, + 0.01595832221210003, + 0.04889147728681564, + 0.014801193960011005, + 0.04469256475567818, + 0.5282078385353088 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.0076462216675281525 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609945483505726 + ], + "opposite_logprob_tokens": [ + -4.141099452972412 + ], + "logprob_reward": -0.01609945483505726, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609945483505726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16647164523601532, + 0.16788847744464874, + 0.12960690259933472, + 0.05224036052823067, + 0.039818473160266876, + 0.037728872150182724, + 0.09238440543413162, + 0.05869513005018234, + 0.10013411194086075, + 0.15503160655498505 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.01609945483505726 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020592350512742996 + ], + "opposite_logprob_tokens": [ + -3.895592451095581 + ], + "logprob_reward": -0.020592350512742996, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020592350512742996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10776633769273758, + 0.10968321561813354, + 0.30359315872192383, + 0.0758100301027298, + 0.041714247316122055, + 0.04240644350647926, + 0.06774954497814178, + 0.035494279116392136, + 0.06499909609556198, + 0.15078364312648773 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.020592350512742996 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle, long shot, captured from a drone's perspective as it slowly pans to the right, captures a magnificent fairyland scene. Above a vast, swirling sea of clouds, a pair of lovers ride atop a massive crane, steadily and leisurely soaring over a continuous expanse of towering peaks. The man, clad in a white silk robe embroidered with silver cloud patterns, his long hair held back by a jade hairpin, possesses a handsome face and a serene expression. The woman beside him, clad in a pale pink gauze gown, her jet-black hair adorned with delicate pearl hairpins, nestles gently against the man's side, her gaze tenderly gazing into the distance. The crane they ride is ablaze white, its wingtips adorned with inky black. Its crimson crown emanates a gentle glow, and each flap of its broad wings is graceful and powerful. Soft golden morning light penetrates the dense mist, casting beams of Tyndall-effect light that shimmer upon them and the crane, casting a divine halo over their silk robes and pristine white feathers. The background is a typical ink painting style mountain range, with steep peaks dotted with vigorous ancient pines. Most of the mountainside is hidden in the flowing mist, creating a tranquil, otherworldly and oriental classical romantic atmosphere.", + "seed": 10733, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_14/index_3142_seed_10733_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15035816160961984, + "vlm_logprob": -0.15035816160961984, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.15035816160961984, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.29165032505989075 + ], + "opposite_logprob_tokens": [ + -1.4166502952575684 + ], + "logprob_reward": -0.29165032505989075, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.29165032505989075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10448253154754639, + 0.06841373443603516, + 0.08729180693626404, + 0.07537399232387543, + 0.17462283372879028, + 0.232334166765213, + 0.04314431548118591, + 0.045213811099529266, + 0.024874286726117134, + 0.14424848556518555 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.29165032505989075 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289793074131012 + ], + "opposite_logprob_tokens": [ + -1.0539792776107788 + ], + "logprob_reward": -0.4289793074131012, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289793074131012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08909573405981064, + 0.11692316830158234, + 0.12181644141674042, + 0.05850032716989517, + 0.10452478379011154, + 0.30434751510620117, + 0.04071362689137459, + 0.05259942635893822, + 0.02516290731728077, + 0.0863160565495491 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.4289793074131012 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005272412206977606 + ], + "opposite_logprob_tokens": [ + -5.255272388458252 + ], + "logprob_reward": -0.005272412206977606, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005272412206977606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10192748159170151, + 0.053778525441884995, + 0.12217286229133606, + 0.07328978925943375, + 0.19700013101100922, + 0.19397230446338654, + 0.04369976371526718, + 0.017627239227294922, + 0.028195353224873543, + 0.16833649575710297 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.005272412206977606 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016100509092211723 + ], + "opposite_logprob_tokens": [ + -4.1411004066467285 + ], + "logprob_reward": -0.016100509092211723, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016100509092211723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10520141571760178, + 0.08530662953853607, + 0.11860498785972595, + 0.049871932715177536, + 0.14582616090774536, + 0.19118823111057281, + 0.0576167032122612, + 0.052271243184804916, + 0.11780337989330292, + 0.07630929350852966 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.016100509092211723 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009788254275918007 + ], + "opposite_logprob_tokens": [ + -4.6347880363464355 + ], + "logprob_reward": -0.009788254275918007, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009788254275918007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16760441660881042, + 0.05961401388049126, + 0.09853562712669373, + 0.03581005707383156, + 0.11195241659879684, + 0.28634747862815857, + 0.048565883189439774, + 0.07067275792360306, + 0.07195983827114105, + 0.048937536776065826 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.009788254275918007 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle, long shot, captured from a drone's perspective as it slowly pans to the right, captures a magnificent fairyland scene. Above a vast, swirling sea of clouds, a pair of lovers ride atop a massive crane, steadily and leisurely soaring over a continuous expanse of towering peaks. The man, clad in a white silk robe embroidered with silver cloud patterns, his long hair held back by a jade hairpin, possesses a handsome face and a serene expression. The woman beside him, clad in a pale pink gauze gown, her jet-black hair adorned with delicate pearl hairpins, nestles gently against the man's side, her gaze tenderly gazing into the distance. The crane they ride is ablaze white, its wingtips adorned with inky black. Its crimson crown emanates a gentle glow, and each flap of its broad wings is graceful and powerful. Soft golden morning light penetrates the dense mist, casting beams of Tyndall-effect light that shimmer upon them and the crane, casting a divine halo over their silk robes and pristine white feathers. The background is a typical ink painting style mountain range, with steep peaks dotted with vigorous ancient pines. Most of the mountainside is hidden in the flowing mist, creating a tranquil, otherworldly and oriental classical romantic atmosphere.", + "seed": 10734, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_14/index_3142_seed_10734_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.039605914428830144, + "vlm_logprob": -0.039605914428830144, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.039605914428830144, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024900514632463455 + ], + "opposite_logprob_tokens": [ + -4.024900436401367 + ], + "logprob_reward": -0.024900514632463455, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.024900514632463455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23151133954524994, + 0.08492723852396011, + 0.1481032371520996, + 0.09106290340423584, + 0.06646304577589035, + 0.06352300941944122, + 0.11587407439947128, + 0.09778734296560287, + 0.04657313600182533, + 0.05417468398809433 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.024900514632463455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296886950731277 + ], + "opposite_logprob_tokens": [ + -2.237968921661377 + ], + "logprob_reward": -0.11296886950731277, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296886950731277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1319696456193924, + 0.06136726588010788, + 0.062221355736255646, + 0.05092671141028404, + 0.13491912186145782, + 0.10683215409517288, + 0.18373095989227295, + 0.049779318273067474, + 0.11765841394662857, + 0.10059504210948944 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.11296886950731277 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029833149164915085 + ], + "opposite_logprob_tokens": [ + -3.5298330783843994 + ], + "logprob_reward": -0.029833149164915085, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029833149164915085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15126611292362213, + 0.06824170798063278, + 0.11020016670227051, + 0.0683860331773758, + 0.06947930157184601, + 0.07827754318714142, + 0.1709187924861908, + 0.07312949746847153, + 0.07097159326076508, + 0.13912925124168396 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.029833149164915085 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01611834019422531 + ], + "opposite_logprob_tokens": [ + -4.14111852645874 + ], + "logprob_reward": -0.01611834019422531, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01611834019422531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15125024318695068, + 0.07787618041038513, + 0.11283964663743973, + 0.0646943524479866, + 0.12197224050760269, + 0.15603379905223846, + 0.11176608502864838, + 0.05013016611337662, + 0.10657430440187454, + 0.04686302691698074 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.01611834019422531 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208698645234108 + ], + "opposite_logprob_tokens": [ + -4.264208793640137 + ], + "logprob_reward": -0.014208698645234108, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208698645234108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08902818709611893, + 0.07358700782060623, + 0.07924678921699524, + 0.051873281598091125, + 0.09982059895992279, + 0.10859387367963791, + 0.10637135803699493, + 0.07382180541753769, + 0.25643807649612427, + 0.061218950897455215 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.014208698645234108 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle, long shot, captured from a drone's perspective as it slowly pans to the right, captures a magnificent fairyland scene. Above a vast, swirling sea of clouds, a pair of lovers ride atop a massive crane, steadily and leisurely soaring over a continuous expanse of towering peaks. The man, clad in a white silk robe embroidered with silver cloud patterns, his long hair held back by a jade hairpin, possesses a handsome face and a serene expression. The woman beside him, clad in a pale pink gauze gown, her jet-black hair adorned with delicate pearl hairpins, nestles gently against the man's side, her gaze tenderly gazing into the distance. The crane they ride is ablaze white, its wingtips adorned with inky black. Its crimson crown emanates a gentle glow, and each flap of its broad wings is graceful and powerful. Soft golden morning light penetrates the dense mist, casting beams of Tyndall-effect light that shimmer upon them and the crane, casting a divine halo over their silk robes and pristine white feathers. The background is a typical ink painting style mountain range, with steep peaks dotted with vigorous ancient pines. Most of the mountainside is hidden in the flowing mist, creating a tranquil, otherworldly and oriental classical romantic atmosphere.", + "seed": 10735, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_14/index_3142_seed_10735_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05831818301230669, + "vlm_logprob": -0.05831818301230669, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.05831818301230669, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06574004143476486 + ], + "opposite_logprob_tokens": [ + -2.9407401084899902 + ], + "logprob_reward": -0.06574004143476486, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06574004143476486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2663157880306244, + 0.0466245636343956, + 0.26137304306030273, + 0.0508112907409668, + 0.09409281611442566, + 0.09766178578138351, + 0.06900746375322342, + 0.048187628388404846, + 0.03191617131233215, + 0.034009408205747604 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.06574004143476486 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17994193732738495 + ], + "opposite_logprob_tokens": [ + -1.8049418926239014 + ], + "logprob_reward": -0.17994193732738495, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17994193732738495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08024759590625763, + 0.04392389953136444, + 0.290444016456604, + 0.07926663756370544, + 0.13457581400871277, + 0.06756667792797089, + 0.138662651181221, + 0.030399752780795097, + 0.07922761142253876, + 0.05568535998463631 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.17994193732738495 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005273954011499882 + ], + "opposite_logprob_tokens": [ + -5.255273818969727 + ], + "logprob_reward": -0.005273954011499882, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005273954011499882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21366667747497559, + 0.06320426613092422, + 0.19728000462055206, + 0.07783962786197662, + 0.0870637446641922, + 0.06873700022697449, + 0.03024938888847828, + 0.14774198830127716, + 0.037838637828826904, + 0.07637859880924225 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.005273954011499882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026418644934892654 + ], + "opposite_logprob_tokens": [ + -3.651418685913086 + ], + "logprob_reward": -0.026418644934892654, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026418644934892654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2307267040014267, + 0.09333265572786331, + 0.14528779685497284, + 0.0662173181772232, + 0.08000915497541428, + 0.09620624780654907, + 0.04633094742894173, + 0.03229875490069389, + 0.05656401813030243, + 0.15302638709545135 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.026418644934892654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a drone's perspective with a wide-angle long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two lovers riding atop a massive crane above a sea of clouds?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man wearing a white silk robe with silver cloud patterns and a jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the woman wearing a pale pink gauze gown with pearl hairpins?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216337352991104 + ], + "opposite_logprob_tokens": [ + -4.264216423034668 + ], + "logprob_reward": -0.014216337352991104, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216337352991104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17933771014213562, + 0.19953587651252747, + 0.08515408635139465, + 0.04405355453491211, + 0.06198611482977867, + 0.09029754996299744, + 0.039982251822948456, + 0.0345439538359642, + 0.12494013458490372, + 0.14016877114772797 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.014216337352991104 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_15/index_tensor([8079, 8079])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_15/index_tensor([8079, 8079])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..815f20f5804ac2d3d5656dae7762850f4aae3242 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_15/index_tensor([8079, 8079])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic overhead shot, captured in extreme slow motion, tilts the camera upward from the snow to closely follow a freestyle snowboarder as he soars into the air. Against a backdrop of a cloudless blue sky and the majestic peaks of snow-capped mountains, the athlete wears a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern, paired with baggy dark gray ski pants. He wears a matte black helmet and large, mirrored goggles, their surfaces reflecting the glaring sunlight. At the apex of his leap, his body reaches out in the air, one hand clad in a thick ski glove firmly grasping the edge of his snowboard in a precise, gripping motion, the intricate geometric graffiti pattern on the underside facing the camera. At the moment of his leap, countless sparkling snowflakes are kicked back, glittering in the bright sunlight and swirling and dangling like diamond dust. The bright, glaring sunlight creates intense highlights on his jacket and helmet, while casting deep shadows beneath him, enhancing the three-dimensional effect of the image. The main colors of the entire scene are azure blue and pure white, dotted with the vibrant orange on the athletes' uniforms, creating a unique atmosphere that mixes the adrenaline rush of extreme sports with the ballet-like elegance and tranquility brought by slow motion.", + "seed": 28716, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_15/index_8079_seed_28716_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16322086416184903, + "vlm_logprob": -0.16322086416184903, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.16322086416184903, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3998609781265259 + ], + "opposite_logprob_tokens": [ + -1.1498609781265259 + ], + "logprob_reward": -0.3998609781265259, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3998609781265259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1628933995962143, + 0.07459438592195511, + 0.08778189867734909, + 0.05486607924103737, + 0.17279747128486633, + 0.05322850123047829, + 0.1517290323972702, + 0.1602073460817337, + 0.04081618785858154, + 0.04108564183115959 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.3998609781265259 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134286105632782 + ], + "opposite_logprob_tokens": [ + -1.3134286403656006 + ], + "logprob_reward": -0.3134286105632782, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134286105632782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06879103928804398, + 0.11219922453165054, + 0.09499750286340714, + 0.14313778281211853, + 0.18082113564014435, + 0.0820978656411171, + 0.11431112885475159, + 0.12288645654916763, + 0.03870967775583267, + 0.04204823821783066 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.3134286105632782 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865137115120888 + ], + "opposite_logprob_tokens": [ + -3.0486514568328857 + ], + "logprob_reward": -0.04865137115120888, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865137115120888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051618531346321106, + 0.030661344528198242, + 0.03445902839303017, + 0.049847669899463654, + 0.03084675967693329, + 0.03677638620138168, + 0.04010438174009323, + 0.42536604404449463, + 0.050731003284454346, + 0.24958887696266174 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.04865137115120888 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810074180364609 + ], + "opposite_logprob_tokens": [ + -3.2881007194519043 + ], + "logprob_reward": -0.03810074180364609, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810074180364609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11576288938522339, + 0.11223923414945602, + 0.07048435509204865, + 0.13918769359588623, + 0.198500856757164, + 0.046486541628837585, + 0.09382404386997223, + 0.07664298266172409, + 0.049350760877132416, + 0.09752065688371658 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.03810074180364609 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062619164586067 + ], + "opposite_logprob_tokens": [ + -4.1410627365112305 + ], + "logprob_reward": -0.016062619164586067, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062619164586067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2302725464105606, + 0.11503206938505173, + 0.17830294370651245, + 0.12034622579813004, + 0.054862264543771744, + 0.05210212245583534, + 0.05464886501431465, + 0.07909335196018219, + 0.03998319432139397, + 0.07535648345947266 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.016062619164586067 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic overhead shot, captured in extreme slow motion, tilts the camera upward from the snow to closely follow a freestyle snowboarder as he soars into the air. Against a backdrop of a cloudless blue sky and the majestic peaks of snow-capped mountains, the athlete wears a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern, paired with baggy dark gray ski pants. He wears a matte black helmet and large, mirrored goggles, their surfaces reflecting the glaring sunlight. At the apex of his leap, his body reaches out in the air, one hand clad in a thick ski glove firmly grasping the edge of his snowboard in a precise, gripping motion, the intricate geometric graffiti pattern on the underside facing the camera. At the moment of his leap, countless sparkling snowflakes are kicked back, glittering in the bright sunlight and swirling and dangling like diamond dust. The bright, glaring sunlight creates intense highlights on his jacket and helmet, while casting deep shadows beneath him, enhancing the three-dimensional effect of the image. The main colors of the entire scene are azure blue and pure white, dotted with the vibrant orange on the athletes' uniforms, creating a unique atmosphere that mixes the adrenaline rush of extreme sports with the ballet-like elegance and tranquility brought by slow motion.", + "seed": 28717, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_15/index_8079_seed_28717_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.23519612476229668, + "vlm_logprob": -0.23519612476229668, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.23519612476229668, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5910193920135498 + ], + "opposite_logprob_tokens": [ + -0.8410193920135498 + ], + "logprob_reward": -0.5910193920135498, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5910193920135498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10634590685367584, + 0.08735845983028412, + 0.10195093601942062, + 0.08063235133886337, + 0.17086346447467804, + 0.09658853709697723, + 0.23562295734882355, + 0.027136655524373055, + 0.06094377115368843, + 0.03255700320005417 + ], + "top_frames": [ + 6, + 4, + 0 + ], + "selected_reward": -0.5910193920135498 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232888460159302 + ], + "opposite_logprob_tokens": [ + -0.8982888460159302 + ], + "logprob_reward": -0.5232888460159302, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232888460159302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09329716861248016, + 0.13297325372695923, + 0.07582747936248779, + 0.15578898787498474, + 0.14599452912807465, + 0.06876874715089798, + 0.14207637310028076, + 0.0761541873216629, + 0.06837614625692368, + 0.040743038058280945 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.5232888460159302 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786956012248993 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.009786956012248993, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786956012248993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19220125675201416, + 0.06112838163971901, + 0.10767370462417603, + 0.07004007697105408, + 0.09366397559642792, + 0.03522370010614395, + 0.17250145971775055, + 0.11533108353614807, + 0.1036878228187561, + 0.04854850471019745 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.009786956012248993 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370409458875656 + ], + "opposite_logprob_tokens": [ + -3.4087040424346924 + ], + "logprob_reward": -0.03370409458875656, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370409458875656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06783070415258408, + 0.09521273523569107, + 0.1627718061208725, + 0.06106499582529068, + 0.06985408067703247, + 0.12664876878261566, + 0.2560485899448395, + 0.07320785522460938, + 0.06335176527500153, + 0.024008680135011673 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.03370409458875656 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818133518099785 + ], + "opposite_logprob_tokens": [ + -4.018181324005127 + ], + "logprob_reward": -0.01818133518099785, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818133518099785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05792445316910744, + 0.05824024975299835, + 0.33394643664360046, + 0.026703612878918648, + 0.11034736782312393, + 0.03400243818759918, + 0.2752448320388794, + 0.046276167035102844, + 0.04002756252884865, + 0.017286943271756172 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.01818133518099785 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic overhead shot, captured in extreme slow motion, tilts the camera upward from the snow to closely follow a freestyle snowboarder as he soars into the air. Against a backdrop of a cloudless blue sky and the majestic peaks of snow-capped mountains, the athlete wears a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern, paired with baggy dark gray ski pants. He wears a matte black helmet and large, mirrored goggles, their surfaces reflecting the glaring sunlight. At the apex of his leap, his body reaches out in the air, one hand clad in a thick ski glove firmly grasping the edge of his snowboard in a precise, gripping motion, the intricate geometric graffiti pattern on the underside facing the camera. At the moment of his leap, countless sparkling snowflakes are kicked back, glittering in the bright sunlight and swirling and dangling like diamond dust. The bright, glaring sunlight creates intense highlights on his jacket and helmet, while casting deep shadows beneath him, enhancing the three-dimensional effect of the image. The main colors of the entire scene are azure blue and pure white, dotted with the vibrant orange on the athletes' uniforms, creating a unique atmosphere that mixes the adrenaline rush of extreme sports with the ballet-like elegance and tranquility brought by slow motion.", + "seed": 28718, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_15/index_8079_seed_28718_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.23400828875601293, + "vlm_logprob": -0.23400828875601293, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.23400828875601293, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7030436992645264 + ], + "opposite_logprob_tokens": [ + -0.7030436992645264 + ], + "logprob_reward": -0.7030436992645264, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7030436992645264, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11761787533760071, + 0.09913076460361481, + 0.07943826913833618, + 0.11867638677358627, + 0.08735938370227814, + 0.18363898992538452, + 0.10296590626239777, + 0.04532895237207413, + 0.05629734322428703, + 0.10954618453979492 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.7030436992645264 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870532512664795 + ], + "opposite_logprob_tokens": [ + -1.1370532512664795 + ], + "logprob_reward": -0.3870532512664795, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870532512664795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15098126232624054, + 0.07503828406333923, + 0.09768562763929367, + 0.18510472774505615, + 0.05740854889154434, + 0.15071330964565277, + 0.1261998862028122, + 0.04793635010719299, + 0.0776076465845108, + 0.03132440522313118 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.3870532512664795 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254771463572979 + ], + "opposite_logprob_tokens": [ + -4.387547492980957 + ], + "logprob_reward": -0.01254771463572979, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254771463572979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06684600561857224, + 0.05409526079893112, + 0.06528159976005554, + 0.05128715932369232, + 0.07063300162553787, + 0.09786100685596466, + 0.06659727543592453, + 0.1492171436548233, + 0.2711181640625, + 0.1070634052157402 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.01254771463572979 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033704210072755814 + ], + "opposite_logprob_tokens": [ + -3.4087042808532715 + ], + "logprob_reward": -0.033704210072755814, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033704210072755814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1971852034330368, + 0.09666266292333603, + 0.07486998289823532, + 0.14082668721675873, + 0.08806341141462326, + 0.08089736849069595, + 0.10261675715446472, + 0.07003363221883774, + 0.08285585790872574, + 0.06598841398954391 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.033704210072755814 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369256854057312 + ], + "opposite_logprob_tokens": [ + -3.4086925983428955 + ], + "logprob_reward": -0.03369256854057312, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369256854057312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21885553002357483, + 0.063914455473423, + 0.06190362200140953, + 0.1807449460029602, + 0.15476354956626892, + 0.07643634080886841, + 0.11694098263978958, + 0.041153497993946075, + 0.03865769878029823, + 0.04662938043475151 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.03369256854057312 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic overhead shot, captured in extreme slow motion, tilts the camera upward from the snow to closely follow a freestyle snowboarder as he soars into the air. Against a backdrop of a cloudless blue sky and the majestic peaks of snow-capped mountains, the athlete wears a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern, paired with baggy dark gray ski pants. He wears a matte black helmet and large, mirrored goggles, their surfaces reflecting the glaring sunlight. At the apex of his leap, his body reaches out in the air, one hand clad in a thick ski glove firmly grasping the edge of his snowboard in a precise, gripping motion, the intricate geometric graffiti pattern on the underside facing the camera. At the moment of his leap, countless sparkling snowflakes are kicked back, glittering in the bright sunlight and swirling and dangling like diamond dust. The bright, glaring sunlight creates intense highlights on his jacket and helmet, while casting deep shadows beneath him, enhancing the three-dimensional effect of the image. The main colors of the entire scene are azure blue and pure white, dotted with the vibrant orange on the athletes' uniforms, creating a unique atmosphere that mixes the adrenaline rush of extreme sports with the ballet-like elegance and tranquility brought by slow motion.", + "seed": 28719, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_15/index_8079_seed_28719_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10464359149336815, + "vlm_logprob": -0.10464359149336815, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.10464359149336815, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26625826954841614 + ], + "opposite_logprob_tokens": [ + -1.5162582397460938 + ], + "logprob_reward": -0.26625826954841614, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.26625826954841614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06011514738202095, + 0.07190842926502228, + 0.072219617664814, + 0.07137925177812576, + 0.22896063327789307, + 0.3476608097553253, + 0.035286035388708115, + 0.034242864698171616, + 0.04459807276725769, + 0.03362911567091942 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.26625826954841614 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154109597206116 + ], + "opposite_logprob_tokens": [ + -1.7015410661697388 + ], + "logprob_reward": -0.20154109597206116, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154109597206116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17884862422943115, + 0.1325613111257553, + 0.14122873544692993, + 0.11306066066026688, + 0.07473625987768173, + 0.1113148033618927, + 0.06771786510944366, + 0.03742467984557152, + 0.08757635951042175, + 0.05553067848086357 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.20154109597206116 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023287957534193993 + ], + "opposite_logprob_tokens": [ + -3.7732880115509033 + ], + "logprob_reward": -0.023287957534193993, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023287957534193993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16791780292987823, + 0.06716932356357574, + 0.06537896394729614, + 0.04414753615856171, + 0.08287493139505386, + 0.05071088299155235, + 0.10209643840789795, + 0.037696126848459244, + 0.2022227942943573, + 0.17978525161743164 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.023287957534193993 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016068367287516594 + ], + "opposite_logprob_tokens": [ + -4.141068458557129 + ], + "logprob_reward": -0.016068367287516594, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016068367287516594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15249010920524597, + 0.08047249168157578, + 0.12307313084602356, + 0.04401860758662224, + 0.0700552836060524, + 0.07300937920808792, + 0.07483052462339401, + 0.14008241891860962, + 0.18969517946243286, + 0.052272893488407135 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.016068367287516594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an overhead view that tilts upward from the snow to follow the snowboarder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snowboarder wearing a loose-fitting, waterproof ski jacket with an orange and black colorblock pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the underside of the snowboard visible showing a geometric graffiti pattern while the athlete grasps the edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are countless sparkling snowflakes visible being kicked back and swirling in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062267124652863 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.016062267124652863, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062267124652863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2649868428707123, + 0.12639611959457397, + 0.23408405482769012, + 0.04541393741965294, + 0.04079558700323105, + 0.05666995793581009, + 0.036073118448257446, + 0.04457003250718117, + 0.1228332668542862, + 0.028177063912153244 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.016062267124652863 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_3/index_tensor([6037, 6037])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_3/index_tensor([6037, 6037])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1d8ad2d76c4d3bda4e3ebb1d61e436a59cec138a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_3/index_tensor([6037, 6037])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot, shot from a slightly upward angle, focuses on a retro cyberpunk alleyway filled with flashing neon and deep shadows. A glowing e-book device leans against a damp brick wall. A digital title and a stylized image, composed of pixels, on its screen begin to flicker and distort erratically, streaking with glitches of data corruption. Around it, magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt, while the depths of the alley are engulfed in deep shadow. Suddenly, with a silent yet violent burst of energy, the cover overloads, its digital title and image violently exploding into countless glowing, blue-white pixelated fragments. Like a swarm of digital fireflies, these fragments gracefully hover and swirl in the air, briefly illuminating the surrounding darkness before slowly dissipating into thin air. The entire scene is shrouded in a cold, predominantly blue hue, creating a sense of digital collapse and fleeting beauty.", + "seed": 31247, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_3/index_6037_seed_31247_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.010965771600604057, + "vlm_logprob": -0.010965771600604057, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.010965771600604057, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0057542151771485806 + ], + "opposite_logprob_tokens": [ + -5.255753993988037 + ], + "logprob_reward": -0.0057542151771485806, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0057542151771485806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1674363613128662, + 0.04504690691828728, + 0.09409048408269882, + 0.249884694814682, + 0.09864845871925354, + 0.015895871445536613, + 0.1969720870256424, + 0.026776103302836418, + 0.07068580389022827, + 0.034563202410936356 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.0057542151771485806 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005971803795546293 + ], + "opposite_logprob_tokens": [ + -5.130971908569336 + ], + "logprob_reward": -0.005971803795546293, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005971803795546293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14013400673866272, + 0.10017769038677216, + 0.1370215117931366, + 0.08912571519613266, + 0.09352871775627136, + 0.04191363975405693, + 0.2025286853313446, + 0.059547122567892075, + 0.05065096914768219, + 0.08537191897630692 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.005971803795546293 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646431379020214 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.008646431379020214, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646431379020214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17133644223213196, + 0.06717058271169662, + 0.09224212169647217, + 0.12034442275762558, + 0.2582208812236786, + 0.04486759379506111, + 0.06376229226589203, + 0.05400323122739792, + 0.07584355026483536, + 0.05220895633101463 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.008646431379020214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004653457552194595 + ], + "opposite_logprob_tokens": [ + -5.379653453826904 + ], + "logprob_reward": -0.004653457552194595, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004653457552194595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08821215480566025, + 0.048991505056619644, + 0.04236236959695816, + 0.0803922563791275, + 0.41072261333465576, + 0.03561893105506897, + 0.0673532709479332, + 0.05273257568478584, + 0.07134034484624863, + 0.10227402299642563 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.004653457552194595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029802950099110603 + ], + "opposite_logprob_tokens": [ + -3.5298030376434326 + ], + "logprob_reward": -0.029802950099110603, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029802950099110603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15360307693481445, + 0.05251477286219597, + 0.07418455928564072, + 0.05671878531575203, + 0.2107398509979248, + 0.04860901087522507, + 0.11755862087011337, + 0.054556213319301605, + 0.058059826493263245, + 0.17345529794692993 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.029802950099110603 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a slightly upward angle, focuses on a retro cyberpunk alleyway filled with flashing neon and deep shadows. A glowing e-book device leans against a damp brick wall. A digital title and a stylized image, composed of pixels, on its screen begin to flicker and distort erratically, streaking with glitches of data corruption. Around it, magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt, while the depths of the alley are engulfed in deep shadow. Suddenly, with a silent yet violent burst of energy, the cover overloads, its digital title and image violently exploding into countless glowing, blue-white pixelated fragments. Like a swarm of digital fireflies, these fragments gracefully hover and swirl in the air, briefly illuminating the surrounding darkness before slowly dissipating into thin air. The entire scene is shrouded in a cold, predominantly blue hue, creating a sense of digital collapse and fleeting beauty.", + "seed": 31248, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_3/index_6037_seed_31248_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015120544331148266, + "vlm_logprob": -0.015120544331148266, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.015120544331148266, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021159855648875237 + ], + "opposite_logprob_tokens": [ + -3.8961598873138428 + ], + "logprob_reward": -0.021159855648875237, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021159855648875237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22357748448848724, + 0.08819100260734558, + 0.1288290172815323, + 0.12988808751106262, + 0.03598629683256149, + 0.06483857333660126, + 0.11510701477527618, + 0.06012744456529617, + 0.04381763935089111, + 0.10963739454746246 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.021159855648875237 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052771554328501225 + ], + "opposite_logprob_tokens": [ + -5.255277156829834 + ], + "logprob_reward": -0.0052771554328501225, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052771554328501225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21689052879810333, + 0.11829368025064468, + 0.10255979001522064, + 0.05701833590865135, + 0.11637204885482788, + 0.16226035356521606, + 0.03439382463693619, + 0.03982900455594063, + 0.031887829303741455, + 0.1204945519566536 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.0052771554328501225 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637278474867344 + ], + "opposite_logprob_tokens": [ + -3.6513726711273193 + ], + "logprob_reward": -0.02637278474867344, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637278474867344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2083698958158493, + 0.08106165379285812, + 0.07306040078401566, + 0.08859506994485855, + 0.05689805746078491, + 0.0633021667599678, + 0.07378830760717392, + 0.03446174040436745, + 0.05175032094120979, + 0.2687123417854309 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.02637278474867344 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022075825836509466 + ], + "opposite_logprob_tokens": [ + -6.1272077560424805 + ], + "logprob_reward": -0.0022075825836509466, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022075825836509466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0701417624950409, + 0.07092133909463882, + 0.024437174201011658, + 0.03117503970861435, + 0.03178008273243904, + 0.3808748722076416, + 0.04343746230006218, + 0.021574905142188072, + 0.056098151952028275, + 0.26955917477607727 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.0022075825836509466 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058534324169159 + ], + "opposite_logprob_tokens": [ + -3.895585298538208 + ], + "logprob_reward": -0.02058534324169159, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058534324169159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06344025582075119, + 0.028022492304444313, + 0.02294938825070858, + 0.027113858610391617, + 0.024199657142162323, + 0.12320122122764587, + 0.06659861654043198, + 0.04517202824354172, + 0.06681268662214279, + 0.5324898362159729 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.02058534324169159 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a slightly upward angle, focuses on a retro cyberpunk alleyway filled with flashing neon and deep shadows. A glowing e-book device leans against a damp brick wall. A digital title and a stylized image, composed of pixels, on its screen begin to flicker and distort erratically, streaking with glitches of data corruption. Around it, magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt, while the depths of the alley are engulfed in deep shadow. Suddenly, with a silent yet violent burst of energy, the cover overloads, its digital title and image violently exploding into countless glowing, blue-white pixelated fragments. Like a swarm of digital fireflies, these fragments gracefully hover and swirl in the air, briefly illuminating the surrounding darkness before slowly dissipating into thin air. The entire scene is shrouded in a cold, predominantly blue hue, creating a sense of digital collapse and fleeting beauty.", + "seed": 31249, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_3/index_6037_seed_31249_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.006772774271667004, + "vlm_logprob": -0.006772774271667004, + "vlm_yes_no_margin": 5.525, + "vlm_token_credit": -0.006772774271667004, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0016771787777543068 + ], + "opposite_logprob_tokens": [ + -6.8766770362854 + ], + "logprob_reward": -0.0016771787777543068, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0016771787777543068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6412506103515625, + 0.04129965975880623, + 0.05354474112391472, + 0.06079600378870964, + 0.03248501196503639, + 0.045374732464551926, + 0.023020343855023384, + 0.03666559234261513, + 0.03395359590649605, + 0.0316096656024456 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.0016771787777543068 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005963864270597696 + ], + "opposite_logprob_tokens": [ + -5.1309638023376465 + ], + "logprob_reward": -0.005963864270597696, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005963864270597696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3604785203933716, + 0.06382112950086594, + 0.013344023376703262, + 0.26270827651023865, + 0.0416337326169014, + 0.042715419083833694, + 0.07150263339281082, + 0.07081592828035355, + 0.05035145953297615, + 0.022628918290138245 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.005963864270597696 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028217521030455828 + ], + "opposite_logprob_tokens": [ + -5.877821922302246 + ], + "logprob_reward": -0.0028217521030455828, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028217521030455828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5107923746109009, + 0.08502870798110962, + 0.04361000284552574, + 0.12239070981740952, + 0.03599078580737114, + 0.06894084066152573, + 0.027837494388222694, + 0.050751905888319016, + 0.03706113249063492, + 0.017596019431948662 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0028217521030455828 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028247239533811808 + ], + "opposite_logprob_tokens": [ + -5.877824783325195 + ], + "logprob_reward": -0.0028247239533811808, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028247239533811808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2826941907405853, + 0.11665613949298859, + 0.05840860307216644, + 0.17908407747745514, + 0.12798552215099335, + 0.0349392294883728, + 0.028381096199154854, + 0.07666788250207901, + 0.045606885105371475, + 0.04957636445760727 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0028247239533811808 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057635225355625 + ], + "opposite_logprob_tokens": [ + -3.895576238632202 + ], + "logprob_reward": -0.02057635225355625, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057635225355625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23366089165210724, + 0.089520663022995, + 0.04709240049123764, + 0.08984135836362839, + 0.1200660765171051, + 0.10938254743814468, + 0.05600817874073982, + 0.06036730855703354, + 0.09459730982780457, + 0.09946326911449432 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.02057635225355625 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a slightly upward angle, focuses on a retro cyberpunk alleyway filled with flashing neon and deep shadows. A glowing e-book device leans against a damp brick wall. A digital title and a stylized image, composed of pixels, on its screen begin to flicker and distort erratically, streaking with glitches of data corruption. Around it, magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt, while the depths of the alley are engulfed in deep shadow. Suddenly, with a silent yet violent burst of energy, the cover overloads, its digital title and image violently exploding into countless glowing, blue-white pixelated fragments. Like a swarm of digital fireflies, these fragments gracefully hover and swirl in the air, briefly illuminating the surrounding darkness before slowly dissipating into thin air. The entire scene is shrouded in a cold, predominantly blue hue, creating a sense of digital collapse and fleeting beauty.", + "seed": 31250, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_3/index_6037_seed_31250_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.00849505546502769, + "vlm_logprob": -0.00849505546502769, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.00849505546502769, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003696396481245756 + ], + "opposite_logprob_tokens": [ + -5.753696441650391 + ], + "logprob_reward": -0.003696396481245756, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003696396481245756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16853640973567963, + 0.05685124918818474, + 0.06459754705429077, + 0.0886884406208992, + 0.1656651645898819, + 0.03619513288140297, + 0.07366552203893661, + 0.1628292351961136, + 0.13481692969799042, + 0.04815446957945824 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.003696396481245756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012567726895213127 + ], + "opposite_logprob_tokens": [ + -4.387567520141602 + ], + "logprob_reward": -0.012567726895213127, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012567726895213127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1498703509569168, + 0.08136359602212906, + 0.13178540766239166, + 0.1395416259765625, + 0.16797152161598206, + 0.0781020000576973, + 0.06887759268283844, + 0.09798943996429443, + 0.031548745930194855, + 0.05294965207576752 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.012567726895213127 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076385317370295525 + ], + "opposite_logprob_tokens": [ + -4.882638454437256 + ], + "logprob_reward": -0.0076385317370295525, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076385317370295525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10013756155967712, + 0.04537809640169144, + 0.03849313035607338, + 0.07159456610679626, + 0.3198166489601135, + 0.03696069493889809, + 0.104085773229599, + 0.13742631673812866, + 0.08802930265665054, + 0.05807787552475929 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.0076385317370295525 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025001477915793657 + ], + "opposite_logprob_tokens": [ + -6.002500057220459 + ], + "logprob_reward": -0.0025001477915793657, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025001477915793657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07219015061855316, + 0.04494404420256615, + 0.060658857226371765, + 0.09813311696052551, + 0.15168923139572144, + 0.1909894347190857, + 0.14168962836265564, + 0.07183541357517242, + 0.1036396399140358, + 0.06423057615756989 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.0025001477915793657 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a retro cyberpunk alleyway with flashing neon lights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a glowing e-book device visible leaning against a damp brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do magenta and cyan neon signs cast dynamic, elongated reflections on the damp asphalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the e-book's digital title and image flicker, distort, and explode into glowing blue-white pixelated fragments?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the pixelated fragments hover and swirl like digital fireflies before dissipating into thin air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072474420070648 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072474420070648, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072474420070648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09315493702888489, + 0.03373570367693901, + 0.03943388909101486, + 0.09637539088726044, + 0.08374170958995819, + 0.17737264931201935, + 0.2310713231563568, + 0.0885920524597168, + 0.050701871514320374, + 0.1058204248547554 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.016072474420070648 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_4/index_tensor([6721, 6721])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_4/index_tensor([6721, 6721])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0b8c9bde0cdf37ab2cc02d573cec20880923e774 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_4/index_tensor([6721, 6721])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme low-angle macro shot, rotating at a slow and steady pace around its subject, captures a brutal, life-or-death duel between two Tasmanian scorpions. Illuminated by a harsh, single-point light source, their glossy, jet-black carapaces reflect sharp highlights, resembling wet obsidian. Tiny scratches and dents from the battle etched across their shells, every detail magnified to the utmost in this gritty, realistic style. Their claws are locked together in a stalemate of power, and the muscles connecting them beneath their shells can be clearly seen twitching and trembling with the intense exertion. Their two segmented tails arch high above their bodies, their stingers poised at the end, swaying precariously in the air, seeking the moment to deliver a fatal blow, while their multiple legs dig deep into the rough, reddish-brown sand below for maximum grip. The entire picture is full of primitive and brutal tension. The rotating perspective presents this epic fight in the microscopic world to the audience without reservation, creating a breathtakingly tense atmosphere.", + "seed": 32785, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_4/index_6721_seed_32785_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10442386250942945, + "vlm_logprob": -0.10442386250942945, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.10442386250942945, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3066547214984894 + ], + "opposite_logprob_tokens": [ + -1.431654691696167 + ], + "logprob_reward": -0.3066547214984894, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.3066547214984894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3271024525165558, + 0.03508244827389717, + 0.04102035611867905, + 0.02659698575735092, + 0.14941102266311646, + 0.15647248923778534, + 0.020792968571186066, + 0.01687292940914631, + 0.09270676225423813, + 0.1339416205883026 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.3066547214984894 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034482926130295 + ], + "opposite_logprob_tokens": [ + -2.3503448963165283 + ], + "logprob_reward": -0.10034482926130295, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034482926130295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4309980273246765, + 0.06721986085176468, + 0.06136751174926758, + 0.03507739305496216, + 0.17410144209861755, + 0.03387448564171791, + 0.028246577829122543, + 0.06400886178016663, + 0.06954926997423172, + 0.035556577146053314 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.10034482926130295 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009794392623007298 + ], + "opposite_logprob_tokens": [ + -4.634794235229492 + ], + "logprob_reward": -0.009794392623007298, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009794392623007298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2576596438884735, + 0.05410604923963547, + 0.05584307760000229, + 0.05938798189163208, + 0.16516585648059845, + 0.15924058854579926, + 0.028814060613512993, + 0.07483279705047607, + 0.035255998373031616, + 0.10969395935535431 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.009794392623007298 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263564120978117 + ], + "opposite_logprob_tokens": [ + -3.6513564586639404 + ], + "logprob_reward": -0.0263564120978117, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263564120978117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2277618646621704, + 0.04140453785657883, + 0.06304793059825897, + 0.09692738950252533, + 0.06908036023378372, + 0.19776637852191925, + 0.048722151666879654, + 0.10042165219783783, + 0.04461275041103363, + 0.11025498807430267 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.0263564120978117 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896895706653595 + ], + "opposite_logprob_tokens": [ + -2.5789690017700195 + ], + "logprob_reward": -0.07896895706653595, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896895706653595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2754311263561249, + 0.03986343741416931, + 0.04804971069097519, + 0.04487905278801918, + 0.20531466603279114, + 0.11741896718740463, + 0.06561609357595444, + 0.054196976125240326, + 0.0813186764717102, + 0.06791123747825623 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.07896895706653595 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme low-angle macro shot, rotating at a slow and steady pace around its subject, captures a brutal, life-or-death duel between two Tasmanian scorpions. Illuminated by a harsh, single-point light source, their glossy, jet-black carapaces reflect sharp highlights, resembling wet obsidian. Tiny scratches and dents from the battle etched across their shells, every detail magnified to the utmost in this gritty, realistic style. Their claws are locked together in a stalemate of power, and the muscles connecting them beneath their shells can be clearly seen twitching and trembling with the intense exertion. Their two segmented tails arch high above their bodies, their stingers poised at the end, swaying precariously in the air, seeking the moment to deliver a fatal blow, while their multiple legs dig deep into the rough, reddish-brown sand below for maximum grip. The entire picture is full of primitive and brutal tension. The rotating perspective presents this epic fight in the microscopic world to the audience without reservation, creating a breathtakingly tense atmosphere.", + "seed": 32786, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_4/index_6721_seed_32786_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17648512870073318, + "vlm_logprob": -0.17648512870073318, + "vlm_yes_no_margin": 2.275000011920929, + "vlm_token_credit": -0.17648512870073318, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3754591643810272 + ], + "opposite_logprob_tokens": [ + -1.2504591941833496 + ], + "logprob_reward": -0.3754591643810272, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3754591643810272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12088832259178162, + 0.041619811207056046, + 0.0468001663684845, + 0.09116821736097336, + 0.072323739528656, + 0.12987597286701202, + 0.1431845873594284, + 0.07451429218053818, + 0.22214393317699432, + 0.057480912655591965 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.3754591643810272 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31349116563796997 + ], + "opposite_logprob_tokens": [ + -1.3134911060333252 + ], + "logprob_reward": -0.31349116563796997, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31349116563796997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0538175068795681, + 0.052297744899988174, + 0.039497774094343185, + 0.08786669373512268, + 0.05482623353600502, + 0.20750108361244202, + 0.08873999118804932, + 0.057696521282196045, + 0.31726738810539246, + 0.040489111095666885 + ], + "top_frames": [ + 8, + 5, + 6 + ], + "selected_reward": -0.31349116563796997 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557603418827057 + ], + "opposite_logprob_tokens": [ + -4.387557506561279 + ], + "logprob_reward": -0.012557603418827057, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557603418827057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0670948401093483, + 0.05056537315249443, + 0.06025367230176926, + 0.20078876614570618, + 0.09788770973682404, + 0.13284344971179962, + 0.051042769104242325, + 0.05018041282892227, + 0.16886313259601593, + 0.12047986686229706 + ], + "top_frames": [ + 3, + 8, + 5 + ], + "selected_reward": -0.012557603418827057 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812128305435181 + ], + "opposite_logprob_tokens": [ + -3.288121223449707 + ], + "logprob_reward": -0.03812128305435181, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812128305435181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0651516243815422, + 0.04174960032105446, + 0.05921681970357895, + 0.4621538817882538, + 0.049778569489717484, + 0.05823567509651184, + 0.04507395625114441, + 0.06129784509539604, + 0.11556124687194824, + 0.04178079590201378 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.03812128305435181 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279642701148987 + ], + "opposite_logprob_tokens": [ + -2.017796516418457 + ], + "logprob_reward": -0.14279642701148987, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14279642701148987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1358574628829956, + 0.04987776651978493, + 0.09861788898706436, + 0.10218019038438797, + 0.042925599962472916, + 0.11992405354976654, + 0.048333100974559784, + 0.08965666592121124, + 0.20144590735435486, + 0.11118131875991821 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.14279642701148987 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme low-angle macro shot, rotating at a slow and steady pace around its subject, captures a brutal, life-or-death duel between two Tasmanian scorpions. Illuminated by a harsh, single-point light source, their glossy, jet-black carapaces reflect sharp highlights, resembling wet obsidian. Tiny scratches and dents from the battle etched across their shells, every detail magnified to the utmost in this gritty, realistic style. Their claws are locked together in a stalemate of power, and the muscles connecting them beneath their shells can be clearly seen twitching and trembling with the intense exertion. Their two segmented tails arch high above their bodies, their stingers poised at the end, swaying precariously in the air, seeking the moment to deliver a fatal blow, while their multiple legs dig deep into the rough, reddish-brown sand below for maximum grip. The entire picture is full of primitive and brutal tension. The rotating perspective presents this epic fight in the microscopic world to the audience without reservation, creating a breathtakingly tense atmosphere.", + "seed": 32787, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_4/index_6721_seed_32787_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11567695084959269, + "vlm_logprob": -0.11567695084959269, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.11567695084959269, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.33555975556373596 + ], + "opposite_logprob_tokens": [ + -1.3355597257614136 + ], + "logprob_reward": -0.33555975556373596, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.33555975556373596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3576825261116028, + 0.12350763380527496, + 0.17057493329048157, + 0.04809604585170746, + 0.05144477263092995, + 0.07991760224103928, + 0.04995240271091461, + 0.020503900945186615, + 0.042783282697200775, + 0.05553688108921051 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.33555975556373596 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.179922416806221 + ], + "opposite_logprob_tokens": [ + -1.8049224615097046 + ], + "logprob_reward": -0.179922416806221, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.179922416806221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21134206652641296, + 0.0740261971950531, + 0.07226495444774628, + 0.07233496010303497, + 0.11236190795898438, + 0.13307665288448334, + 0.0625264048576355, + 0.06161478906869888, + 0.06051432713866234, + 0.13993774354457855 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.179922416806221 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009796281345188618 + ], + "opposite_logprob_tokens": [ + -4.634796142578125 + ], + "logprob_reward": -0.009796281345188618, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009796281345188618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6216785907745361, + 0.030414992943406105, + 0.043438177555799484, + 0.05569053068757057, + 0.056114714592695236, + 0.038207896053791046, + 0.04822588339447975, + 0.036832522600889206, + 0.01869252137839794, + 0.050704121589660645 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.009796281345188618 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029817992821335793 + ], + "opposite_logprob_tokens": [ + -3.529818058013916 + ], + "logprob_reward": -0.029817992821335793, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029817992821335793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36775684356689453, + 0.051102228462696075, + 0.15220573544502258, + 0.05235157161951065, + 0.10163947194814682, + 0.08428628742694855, + 0.05642624571919441, + 0.04247395321726799, + 0.019530443474650383, + 0.07222726196050644 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.029817992821335793 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288307711482048 + ], + "opposite_logprob_tokens": [ + -3.7732882499694824 + ], + "logprob_reward": -0.023288307711482048, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288307711482048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29791873693466187, + 0.07042080909013748, + 0.03886750340461731, + 0.05082010477781296, + 0.05651864781975746, + 0.07205861806869507, + 0.2841028869152069, + 0.05470120161771774, + 0.031480833888053894, + 0.04311069846153259 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.023288307711482048 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme low-angle macro shot, rotating at a slow and steady pace around its subject, captures a brutal, life-or-death duel between two Tasmanian scorpions. Illuminated by a harsh, single-point light source, their glossy, jet-black carapaces reflect sharp highlights, resembling wet obsidian. Tiny scratches and dents from the battle etched across their shells, every detail magnified to the utmost in this gritty, realistic style. Their claws are locked together in a stalemate of power, and the muscles connecting them beneath their shells can be clearly seen twitching and trembling with the intense exertion. Their two segmented tails arch high above their bodies, their stingers poised at the end, swaying precariously in the air, seeking the moment to deliver a fatal blow, while their multiple legs dig deep into the rough, reddish-brown sand below for maximum grip. The entire picture is full of primitive and brutal tension. The rotating perspective presents this epic fight in the microscopic world to the audience without reservation, creating a breathtakingly tense atmosphere.", + "seed": 32788, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_4/index_6721_seed_32788_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08066533450037242, + "vlm_logprob": -0.08066533450037242, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.08066533450037242, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.21267366409301758 + ], + "opposite_logprob_tokens": [ + -1.7126736640930176 + ], + "logprob_reward": -0.21267366409301758, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.21267366409301758, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8163973689079285, + 0.005512486211955547, + 0.13492709398269653, + 0.004972567781805992, + 0.005406128708273172, + 0.002376439282670617, + 0.012319082394242287, + 0.010821069590747356, + 0.004188590683043003, + 0.0030792756006121635 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.21267366409301758 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296003311872482 + ], + "opposite_logprob_tokens": [ + -2.23796010017395 + ], + "logprob_reward": -0.11296003311872482, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296003311872482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5397520661354065, + 0.04933125898241997, + 0.13116160035133362, + 0.018664982169866562, + 0.04723589867353439, + 0.06560660153627396, + 0.046751346439123154, + 0.05592140555381775, + 0.023453162983059883, + 0.022121641784906387 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.11296003311872482 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009789316914975643 + ], + "opposite_logprob_tokens": [ + -4.63478946685791 + ], + "logprob_reward": -0.009789316914975643, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009789316914975643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7672781944274902, + 0.011049608699977398, + 0.10823263972997665, + 0.007144599687308073, + 0.01046161912381649, + 0.014058666303753853, + 0.01323538739234209, + 0.04948985576629639, + 0.014948069117963314, + 0.004101326689124107 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.009789316914975643 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029812784865498543 + ], + "opposite_logprob_tokens": [ + -3.529812812805176 + ], + "logprob_reward": -0.029812784865498543, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029812784865498543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11350631713867188, + 0.033723533153533936, + 0.5688037872314453, + 0.016698265448212624, + 0.07645612210035324, + 0.030027009546756744, + 0.08126135915517807, + 0.05032598227262497, + 0.016531458124518394, + 0.012666129507124424 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.029812784865498543 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two subjects in the video identified as Tasmanian scorpions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at an extreme low angle and rotating slowly around the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the scorpions have glossy, jet-black carapaces with visible scratches and dents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the scorpions' claws locked together in a stalemate with visible twitching muscles beneath their shells?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the scorpions' segmented tails arched high above their bodies with stingers poised and swaying?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809087350964546 + ], + "opposite_logprob_tokens": [ + -3.288090944290161 + ], + "logprob_reward": -0.03809087350964546, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809087350964546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7358272671699524, + 0.014813142828643322, + 0.02635844238102436, + 0.010990328155457973, + 0.021623361855745316, + 0.027673330157995224, + 0.02486676163971424, + 0.10687009990215302, + 0.02100927010178566, + 0.009968043304979801 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.03809087350964546 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_5/index_tensor([6857, 6857])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_5/index_tensor([6857, 6857])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a8b785b5c4c10fecb7d6a8abb7cdc7097e2eea2a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_5/index_tensor([6857, 6857])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, wide-angle time-lapse captures the majestic spectacle of an ancient temple ruin from predawn into early morning. The drama begins in near darkness, the crumbling stone structures visible only as majestic silhouettes against a deep blue sky. A soft morning mist lingers on the ground, swirling gently around the bases of the moss-covered stones. As time passes, the horizon ignites with soft pinks and vibrant oranges, heralding the rising sun. The first golden rays of light penetrate the mist, deliberately filtering through the ruins' facades, revealing their intricate details with astonishing clarity. The weathered gray stone surfaces are covered with elaborate carvings of forgotten gods and intricate geometric patterns, their textures accentuated by the low-angle light. The deep green, velvety moss that has occupied these stones for centuries is now saturated with color. The mist gradually thins and dissipates under the growing warmth, revealing the grandeur of the scene, while long shadows retreat across the overgrown courtyard. In the background, a few birds can be seen flying between the ancient pillars, their silent movements adding a touch of life and creating an overwhelming atmosphere of quiet discovery and timeless tranquility.", + "seed": 33262, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_5/index_6857_seed_33262_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10319327577017248, + "vlm_logprob": -0.10319327577017248, + "vlm_yes_no_margin": 3.174999988079071, + "vlm_token_credit": -0.10319327577017248, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034400127828121185 + ], + "opposite_logprob_tokens": [ + -3.409400224685669 + ], + "logprob_reward": -0.034400127828121185, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034400127828121185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13604989647865295, + 0.05152294784784317, + 0.14435215294361115, + 0.03406275063753128, + 0.06709358841180801, + 0.03819694742560387, + 0.06324156373739243, + 0.23728877305984497, + 0.043462373316287994, + 0.18472900986671448 + ], + "top_frames": [ + 7, + 9, + 2 + ], + "selected_reward": -0.034400127828121185 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028278145473450422 + ], + "opposite_logprob_tokens": [ + -5.8778276443481445 + ], + "logprob_reward": -0.0028278145473450422, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028278145473450422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08410502970218658, + 0.5373815894126892, + 0.05323682352900505, + 0.051500216126441956, + 0.06765369325876236, + 0.04044291377067566, + 0.027946531772613525, + 0.08117972314357758, + 0.02740974724292755, + 0.029143761843442917 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.0028278145473450422 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032790154218674 + ], + "opposite_logprob_tokens": [ + -2.350327968597412 + ], + "logprob_reward": -0.10032790154218674, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032790154218674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2744515836238861, + 0.11900840699672699, + 0.09369949251413345, + 0.07682096213102341, + 0.08632833510637283, + 0.02762388251721859, + 0.07652854174375534, + 0.07739739120006561, + 0.047674935311079025, + 0.1204664558172226 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.10032790154218674 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029803412035107613 + ], + "opposite_logprob_tokens": [ + -3.529803514480591 + ], + "logprob_reward": -0.029803412035107613, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029803412035107613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2777853012084961, + 0.17976447939872742, + 0.10076282173395157, + 0.06814978271722794, + 0.05920684337615967, + 0.03750928118824959, + 0.04962377995252609, + 0.09845448285341263, + 0.042582347989082336, + 0.0861608013510704 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.029803412035107613 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486071228981018 + ], + "opposite_logprob_tokens": [ + -1.223607063293457 + ], + "logprob_reward": -0.3486071228981018, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3486071228981018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3929237127304077, + 0.16463765501976013, + 0.06553017348051071, + 0.04686979576945305, + 0.06413718312978745, + 0.04896647483110428, + 0.03371875360608101, + 0.0965435579419136, + 0.024802876636385918, + 0.061869893223047256 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.3486071228981018 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, wide-angle time-lapse captures the majestic spectacle of an ancient temple ruin from predawn into early morning. The drama begins in near darkness, the crumbling stone structures visible only as majestic silhouettes against a deep blue sky. A soft morning mist lingers on the ground, swirling gently around the bases of the moss-covered stones. As time passes, the horizon ignites with soft pinks and vibrant oranges, heralding the rising sun. The first golden rays of light penetrate the mist, deliberately filtering through the ruins' facades, revealing their intricate details with astonishing clarity. The weathered gray stone surfaces are covered with elaborate carvings of forgotten gods and intricate geometric patterns, their textures accentuated by the low-angle light. The deep green, velvety moss that has occupied these stones for centuries is now saturated with color. The mist gradually thins and dissipates under the growing warmth, revealing the grandeur of the scene, while long shadows retreat across the overgrown courtyard. In the background, a few birds can be seen flying between the ancient pillars, their silent movements adding a touch of life and creating an overwhelming atmosphere of quiet discovery and timeless tranquility.", + "seed": 33263, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_5/index_6857_seed_33263_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5133951360359787, + "vlm_logprob": -0.5133951360359787, + "vlm_yes_no_margin": 1.625, + "vlm_token_credit": -0.5133951360359787, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.80519437789917 + ], + "opposite_logprob_tokens": [ + -0.18019433319568634 + ], + "logprob_reward": -1.80519437789917, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.80519437789917, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5513173937797546, + 0.032640740275382996, + 0.020556947216391563, + 0.23908434808254242, + 0.040136128664016724, + 0.05701439455151558, + 0.02533283829689026, + 0.008913769386708736, + 0.01197883952409029, + 0.013024610467255116 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -1.80519437789917 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067799994722008705 + ], + "opposite_logprob_tokens": [ + -5.00678014755249 + ], + "logprob_reward": -0.0067799994722008705, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067799994722008705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5072261095046997, + 0.03987009450793266, + 0.018140925094485283, + 0.2582496404647827, + 0.04647412896156311, + 0.05732984095811844, + 0.025994841009378433, + 0.008019103668630123, + 0.02345292642712593, + 0.015242405235767365 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.0067799994722008705 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22569528222084045 + ], + "opposite_logprob_tokens": [ + -1.600695252418518 + ], + "logprob_reward": -0.22569528222084045, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22569528222084045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.567888081073761, + 0.08165855705738068, + 0.0425979420542717, + 0.07740797102451324, + 0.062486667186021805, + 0.06753615289926529, + 0.03993638604879379, + 0.019415248185396194, + 0.013857166282832623, + 0.027215883135795593 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.22569528222084045 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498984083533287 + ], + "opposite_logprob_tokens": [ + -2.929989814758301 + ], + "logprob_reward": -0.05498984083533287, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498984083533287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5732755661010742, + 0.05954765900969505, + 0.047494299709796906, + 0.12832851707935333, + 0.06855590641498566, + 0.05510517954826355, + 0.020097123458981514, + 0.0075309500098228455, + 0.018263667821884155, + 0.021801138296723366 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.05498984083533287 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47431617975234985 + ], + "opposite_logprob_tokens": [ + -0.9743161797523499 + ], + "logprob_reward": -0.47431617975234985, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47431617975234985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5012466311454773, + 0.0638246163725853, + 0.03490506485104561, + 0.19445320963859558, + 0.06408430635929108, + 0.060287680476903915, + 0.02358507551252842, + 0.012642933987081051, + 0.017021236941218376, + 0.027949299663305283 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.47431617975234985 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, wide-angle time-lapse captures the majestic spectacle of an ancient temple ruin from predawn into early morning. The drama begins in near darkness, the crumbling stone structures visible only as majestic silhouettes against a deep blue sky. A soft morning mist lingers on the ground, swirling gently around the bases of the moss-covered stones. As time passes, the horizon ignites with soft pinks and vibrant oranges, heralding the rising sun. The first golden rays of light penetrate the mist, deliberately filtering through the ruins' facades, revealing their intricate details with astonishing clarity. The weathered gray stone surfaces are covered with elaborate carvings of forgotten gods and intricate geometric patterns, their textures accentuated by the low-angle light. The deep green, velvety moss that has occupied these stones for centuries is now saturated with color. The mist gradually thins and dissipates under the growing warmth, revealing the grandeur of the scene, while long shadows retreat across the overgrown courtyard. In the background, a few birds can be seen flying between the ancient pillars, their silent movements adding a touch of life and creating an overwhelming atmosphere of quiet discovery and timeless tranquility.", + "seed": 33264, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_5/index_6857_seed_33264_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10817466177977622, + "vlm_logprob": -0.10817466177977622, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.10817466177977622, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007227939087897539 + ], + "opposite_logprob_tokens": [ + -5.007227897644043 + ], + "logprob_reward": -0.007227939087897539, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007227939087897539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24543717503547668, + 0.06220691278576851, + 0.026869777590036392, + 0.04004634544253349, + 0.0982762798666954, + 0.1814790815114975, + 0.07179484516382217, + 0.06412491202354431, + 0.10065638273954391, + 0.10910821706056595 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.007227939087897539 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002498126355931163 + ], + "opposite_logprob_tokens": [ + -6.002498149871826 + ], + "logprob_reward": -0.002498126355931163, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002498126355931163, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47870156168937683, + 0.06142106652259827, + 0.02360585331916809, + 0.023825304582715034, + 0.09071426838636398, + 0.14866045117378235, + 0.029395608231425285, + 0.04767995327711105, + 0.057719636708498, + 0.038276299834251404 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.002498126355931163 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898790389299393 + ], + "opposite_logprob_tokens": [ + -2.5789878368377686 + ], + "logprob_reward": -0.07898790389299393, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898790389299393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5200265645980835, + 0.0555669330060482, + 0.036477383226156235, + 0.024014471098780632, + 0.06067490205168724, + 0.03815820440649986, + 0.04454805701971054, + 0.08091875910758972, + 0.07830198854207993, + 0.0613127239048481 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.07898790389299393 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0232884231954813 + ], + "opposite_logprob_tokens": [ + -3.7732884883880615 + ], + "logprob_reward": -0.0232884231954813, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0232884231954813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24506276845932007, + 0.06634140014648438, + 0.0392010435461998, + 0.051220886409282684, + 0.06207721307873726, + 0.16976237297058105, + 0.032020267099142075, + 0.10031181573867798, + 0.1543753445148468, + 0.0796269029378891 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.0232884231954813 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42887091636657715 + ], + "opposite_logprob_tokens": [ + -1.0538709163665771 + ], + "logprob_reward": -0.42887091636657715, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.42887091636657715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3545583486557007, + 0.06840026378631592, + 0.032087292522192, + 0.03176753222942352, + 0.03532625734806061, + 0.1003233790397644, + 0.03357386961579323, + 0.17574231326580048, + 0.10703855752944946, + 0.061182256788015366 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.42887091636657715 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, wide-angle time-lapse captures the majestic spectacle of an ancient temple ruin from predawn into early morning. The drama begins in near darkness, the crumbling stone structures visible only as majestic silhouettes against a deep blue sky. A soft morning mist lingers on the ground, swirling gently around the bases of the moss-covered stones. As time passes, the horizon ignites with soft pinks and vibrant oranges, heralding the rising sun. The first golden rays of light penetrate the mist, deliberately filtering through the ruins' facades, revealing their intricate details with astonishing clarity. The weathered gray stone surfaces are covered with elaborate carvings of forgotten gods and intricate geometric patterns, their textures accentuated by the low-angle light. The deep green, velvety moss that has occupied these stones for centuries is now saturated with color. The mist gradually thins and dissipates under the growing warmth, revealing the grandeur of the scene, while long shadows retreat across the overgrown courtyard. In the background, a few birds can be seen flying between the ancient pillars, their silent movements adding a touch of life and creating an overwhelming atmosphere of quiet discovery and timeless tranquility.", + "seed": 33265, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_5/index_6857_seed_33265_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06342719027306884, + "vlm_logprob": -0.06342719027306884, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.06342719027306884, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00432318402454257 + ], + "opposite_logprob_tokens": [ + -5.5043230056762695 + ], + "logprob_reward": -0.00432318402454257, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00432318402454257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14102545380592346, + 0.0881960391998291, + 0.03640500456094742, + 0.05093966796994209, + 0.04533364251255989, + 0.07977920770645142, + 0.3245551884174347, + 0.08762586861848831, + 0.056289076805114746, + 0.08985088765621185 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.00432318402454257 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011822147062048316 + ], + "opposite_logprob_tokens": [ + -6.7511820793151855 + ], + "logprob_reward": -0.0011822147062048316, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011822147062048316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09589952230453491, + 0.470354288816452, + 0.0535443015396595, + 0.08123353868722916, + 0.058587681502103806, + 0.029790742322802544, + 0.11640602350234985, + 0.033456891775131226, + 0.016301395371556282, + 0.04442561790347099 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.0011822147062048316 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0097829420119524 + ], + "opposite_logprob_tokens": [ + -4.634782791137695 + ], + "logprob_reward": -0.0097829420119524, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.0097829420119524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04714232310652733, + 0.20299622416496277, + 0.028163064271211624, + 0.03391791135072708, + 0.02109450101852417, + 0.040097080171108246, + 0.4429362416267395, + 0.0749715119600296, + 0.07133588194847107, + 0.03734531253576279 + ], + "top_frames": [ + 6, + 1, + 7 + ], + "selected_reward": -0.0097829420119524 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205729641020298 + ], + "opposite_logprob_tokens": [ + -3.8955729007720947 + ], + "logprob_reward": -0.0205729641020298, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205729641020298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06966839730739594, + 0.5646166205406189, + 0.04367874935269356, + 0.06687372177839279, + 0.038935188204050064, + 0.023544952273368835, + 0.05091914162039757, + 0.03600243479013443, + 0.02418270893394947, + 0.0815780982375145 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.0205729641020298 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient temple ruin with crumbling stone structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the video show a time-lapse progression from near darkness/predawn to early morning with a rising sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the stone surfaces covered with deep green moss and visible intricate carvings or geometric patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a soft morning mist that swirls around the bases of the stones and gradually thins as the sun rises?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Can birds be seen flying between the ancient pillars in the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2812746465206146 + ], + "opposite_logprob_tokens": [ + -1.406274676322937 + ], + "logprob_reward": -0.2812746465206146, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2812746465206146, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1354609578847885, + 0.06966353952884674, + 0.026175251230597496, + 0.06269588321447372, + 0.03113989345729351, + 0.035397306084632874, + 0.39310768246650696, + 0.07439610362052917, + 0.13939182460308075, + 0.032571565359830856 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.2812746465206146 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_6/index_tensor([3952, 3952])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_6/index_tensor([3952, 3952])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0d747c5e4fe0119ac7ae531b4283d0b2bf3ec72b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_6/index_tensor([3952, 3952])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tightly composed medium close-up shot, shot from a level angle, captures an elderly couple gazing at each other in their living room. The man, with his meticulously combed silver hair, bears the marks of time in the deep yet gentle wrinkles on his face, particularly the crow's feet around his eyes. He wears a beige wool cardigan over a light blue plaid shirt, leaning slightly forward as he gazes intently and lovingly at his partner. The woman, also with graying hair elegantly tied in a bun, gazes back at her husband with a kindly face, her eyes beaming with trust and attachment. She wears a lavender turtleneck sweater, one hand gently resting on the chest of his cardigan. Warm afternoon sunlight slants in through a side window, sculpting the air into floating dust particles and casting a soft halo on them, separating them from the slightly blurred background: a bookshelf filled with books and a potted plant. They didn't speak, but there was a satisfied and peaceful smile on the corners of their mouths, as if they only had each other in the world. The whole picture was wrapped in a layer of warm golden tones, creating an extremely peaceful, affectionate and warm atmosphere full of the sense of time.", + "seed": 25849, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_6/index_3952_seed_25849_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04737289473414421, + "vlm_logprob": -0.04737289473414421, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.04737289473414421, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030200330540537834 + ], + "opposite_logprob_tokens": [ + -4.280200481414795 + ], + "logprob_reward": -0.030200330540537834, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.030200330540537834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7093714475631714, + 0.03520728647708893, + 0.019038084894418716, + 0.026994552463293076, + 0.038188591599464417, + 0.03182512894272804, + 0.023383092135190964, + 0.045674946159124374, + 0.03520761802792549, + 0.0351092629134655 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.030200330540537834 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018208492547273636 + ], + "opposite_logprob_tokens": [ + -4.0182085037231445 + ], + "logprob_reward": -0.018208492547273636, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018208492547273636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36144334077835083, + 0.04786883294582367, + 0.030904076993465424, + 0.07932813465595245, + 0.07743994891643524, + 0.07392266392707825, + 0.03636232018470764, + 0.1373777538537979, + 0.09098286181688309, + 0.06437008827924728 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.018208492547273636 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810739889740944 + ], + "opposite_logprob_tokens": [ + -3.288107395172119 + ], + "logprob_reward": -0.03810739889740944, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810739889740944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.694969892501831, + 0.04416961967945099, + 0.02859804593026638, + 0.040386978536844254, + 0.06823919713497162, + 0.058365125209093094, + 0.013280111365020275, + 0.02017863839864731, + 0.021037666127085686, + 0.010774713940918446 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.03810739889740944 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270628571510315 + ], + "opposite_logprob_tokens": [ + -2.1270627975463867 + ], + "logprob_reward": -0.1270628571510315, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270628571510315, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3651600182056427, + 0.05107997730374336, + 0.041109271347522736, + 0.06866871565580368, + 0.11191676557064056, + 0.06360580772161484, + 0.06433597952127457, + 0.1410844922065735, + 0.06319975107908249, + 0.029839247465133667 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.1270628571510315 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328539453446865 + ], + "opposite_logprob_tokens": [ + -3.773285388946533 + ], + "logprob_reward": -0.02328539453446865, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328539453446865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7369467616081238, + 0.028337061405181885, + 0.02017434872686863, + 0.02304302155971527, + 0.039027780294418335, + 0.027373522520065308, + 0.025797566398978233, + 0.06390320509672165, + 0.01815936341881752, + 0.017237447202205658 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.02328539453446865 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tightly composed medium close-up shot, shot from a level angle, captures an elderly couple gazing at each other in their living room. The man, with his meticulously combed silver hair, bears the marks of time in the deep yet gentle wrinkles on his face, particularly the crow's feet around his eyes. He wears a beige wool cardigan over a light blue plaid shirt, leaning slightly forward as he gazes intently and lovingly at his partner. The woman, also with graying hair elegantly tied in a bun, gazes back at her husband with a kindly face, her eyes beaming with trust and attachment. She wears a lavender turtleneck sweater, one hand gently resting on the chest of his cardigan. Warm afternoon sunlight slants in through a side window, sculpting the air into floating dust particles and casting a soft halo on them, separating them from the slightly blurred background: a bookshelf filled with books and a potted plant. They didn't speak, but there was a satisfied and peaceful smile on the corners of their mouths, as if they only had each other in the world. The whole picture was wrapped in a layer of warm golden tones, creating an extremely peaceful, affectionate and warm atmosphere full of the sense of time.", + "seed": 25850, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_6/index_3952_seed_25850_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029571741446852685, + "vlm_logprob": -0.029571741446852685, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.029571741446852685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.032046571373939514 + ], + "opposite_logprob_tokens": [ + -4.157046794891357 + ], + "logprob_reward": -0.032046571373939514, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.032046571373939514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29002347588539124, + 0.12297233194112778, + 0.048651713877916336, + 0.04149254783987999, + 0.1387316882610321, + 0.08995310217142105, + 0.08426050841808319, + 0.02604001946747303, + 0.09804806113243103, + 0.059826552867889404 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.032046571373939514 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813229873776436 + ], + "opposite_logprob_tokens": [ + -3.2881321907043457 + ], + "logprob_reward": -0.03813229873776436, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813229873776436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19151504337787628, + 0.15627875924110413, + 0.08057661354541779, + 0.04696600139141083, + 0.10933160036802292, + 0.07000034302473068, + 0.10736115276813507, + 0.03222125396132469, + 0.041799478232860565, + 0.16394975781440735 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.03813229873776436 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980595827102661 + ], + "opposite_logprob_tokens": [ + -3.529805898666382 + ], + "logprob_reward": -0.02980595827102661, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980595827102661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29971808195114136, + 0.15913653373718262, + 0.15442684292793274, + 0.032051701098680496, + 0.12424962222576141, + 0.04906025156378746, + 0.09975910186767578, + 0.026338867843151093, + 0.016104890033602715, + 0.03915415331721306 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.02980595827102661 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809695690870285 + ], + "opposite_logprob_tokens": [ + -3.2880969047546387 + ], + "logprob_reward": -0.03809695690870285, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809695690870285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47313445806503296, + 0.027203695848584175, + 0.0621909536421299, + 0.031903453171253204, + 0.12077533453702927, + 0.14565043151378632, + 0.040621742606163025, + 0.01841612160205841, + 0.023301390931010246, + 0.05680243298411369 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.03809695690870285 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009776921942830086 + ], + "opposite_logprob_tokens": [ + -4.634777069091797 + ], + "logprob_reward": -0.009776921942830086, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009776921942830086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20273824036121368, + 0.06101454794406891, + 0.07140620797872543, + 0.0358814001083374, + 0.06512128561735153, + 0.17395442724227905, + 0.0818185806274414, + 0.05264437198638916, + 0.07897493988275528, + 0.17644600570201874 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.009776921942830086 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tightly composed medium close-up shot, shot from a level angle, captures an elderly couple gazing at each other in their living room. The man, with his meticulously combed silver hair, bears the marks of time in the deep yet gentle wrinkles on his face, particularly the crow's feet around his eyes. He wears a beige wool cardigan over a light blue plaid shirt, leaning slightly forward as he gazes intently and lovingly at his partner. The woman, also with graying hair elegantly tied in a bun, gazes back at her husband with a kindly face, her eyes beaming with trust and attachment. She wears a lavender turtleneck sweater, one hand gently resting on the chest of his cardigan. Warm afternoon sunlight slants in through a side window, sculpting the air into floating dust particles and casting a soft halo on them, separating them from the slightly blurred background: a bookshelf filled with books and a potted plant. They didn't speak, but there was a satisfied and peaceful smile on the corners of their mouths, as if they only had each other in the world. The whole picture was wrapped in a layer of warm golden tones, creating an extremely peaceful, affectionate and warm atmosphere full of the sense of time.", + "seed": 25851, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_6/index_3952_seed_25851_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.040304002910852434, + "vlm_logprob": -0.040304002910852434, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.040304002910852434, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05237596854567528 + ], + "opposite_logprob_tokens": [ + -3.6773760318756104 + ], + "logprob_reward": -0.05237596854567528, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.05237596854567528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21398618817329407, + 0.28374677896499634, + 0.04833374544978142, + 0.04424559697508812, + 0.07358945161104202, + 0.06366776674985886, + 0.08371914178133011, + 0.06401914358139038, + 0.05107669159770012, + 0.07361548393964767 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.05237596854567528 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062079768627882004 + ], + "opposite_logprob_tokens": [ + -2.812079668045044 + ], + "logprob_reward": -0.062079768627882004, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062079768627882004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12774482369422913, + 0.06435197591781616, + 0.4950306713581085, + 0.057903677225112915, + 0.06860536336898804, + 0.023483864963054657, + 0.04286177083849907, + 0.09647686779499054, + 0.008987203240394592, + 0.014553842134773731 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.062079768627882004 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029810471460223198 + ], + "opposite_logprob_tokens": [ + -3.5298104286193848 + ], + "logprob_reward": -0.029810471460223198, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029810471460223198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1162380799651146, + 0.3099114000797272, + 0.22120031714439392, + 0.025386737659573555, + 0.07736876606941223, + 0.028844093903899193, + 0.07015068084001541, + 0.13535146415233612, + 0.0061741359531879425, + 0.009374300949275494 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.029810471460223198 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043057918548583984 + ], + "opposite_logprob_tokens": [ + -3.168057918548584 + ], + "logprob_reward": -0.043057918548583984, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043057918548583984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09340351819992065, + 0.10747654736042023, + 0.25082340836524963, + 0.06833454221487045, + 0.09147680550813675, + 0.1409989893436432, + 0.08890412002801895, + 0.07637815922498703, + 0.039270613342523575, + 0.04293324425816536 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.043057918548583984 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195887371897697 + ], + "opposite_logprob_tokens": [ + -4.264195919036865 + ], + "logprob_reward": -0.014195887371897697, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195887371897697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15474359691143036, + 0.04634394869208336, + 0.43043434619903564, + 0.04131200909614563, + 0.11655361205339432, + 0.06492318958044052, + 0.0293396208435297, + 0.05365253984928131, + 0.020334718748927116, + 0.04236236587166786 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.014195887371897697 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tightly composed medium close-up shot, shot from a level angle, captures an elderly couple gazing at each other in their living room. The man, with his meticulously combed silver hair, bears the marks of time in the deep yet gentle wrinkles on his face, particularly the crow's feet around his eyes. He wears a beige wool cardigan over a light blue plaid shirt, leaning slightly forward as he gazes intently and lovingly at his partner. The woman, also with graying hair elegantly tied in a bun, gazes back at her husband with a kindly face, her eyes beaming with trust and attachment. She wears a lavender turtleneck sweater, one hand gently resting on the chest of his cardigan. Warm afternoon sunlight slants in through a side window, sculpting the air into floating dust particles and casting a soft halo on them, separating them from the slightly blurred background: a bookshelf filled with books and a potted plant. They didn't speak, but there was a satisfied and peaceful smile on the corners of their mouths, as if they only had each other in the world. The whole picture was wrapped in a layer of warm golden tones, creating an extremely peaceful, affectionate and warm atmosphere full of the sense of time.", + "seed": 25852, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_6/index_3952_seed_25852_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.042095971666276454, + "vlm_logprob": -0.042095971666276454, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.042095971666276454, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02668123133480549 + ], + "opposite_logprob_tokens": [ + -4.401681423187256 + ], + "logprob_reward": -0.02668123133480549, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.02668123133480549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15970857441425323, + 0.045461397618055344, + 0.08614492416381836, + 0.08597588539123535, + 0.09851479530334473, + 0.06455690413713455, + 0.04503756761550903, + 0.29581019282341003, + 0.05207730084657669, + 0.0667124092578888 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.02668123133480549 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020605430006980896 + ], + "opposite_logprob_tokens": [ + -3.8956053256988525 + ], + "logprob_reward": -0.020605430006980896, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020605430006980896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11824560165405273, + 0.08782079815864563, + 0.12945300340652466, + 0.0635942816734314, + 0.03288577124476433, + 0.040523678064346313, + 0.307411253452301, + 0.11600282043218613, + 0.04815201461315155, + 0.05591069161891937 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.020605430006980896 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898790389299393 + ], + "opposite_logprob_tokens": [ + -2.5789878368377686 + ], + "logprob_reward": -0.07898790389299393, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898790389299393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1474647969007492, + 0.055596500635147095, + 0.07326245307922363, + 0.06271864473819733, + 0.10718739032745361, + 0.11783380061388016, + 0.022397348657250404, + 0.3450719118118286, + 0.02144051343202591, + 0.04702671244740486 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.07898790389299393 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001481205224991 + ], + "opposite_logprob_tokens": [ + -2.695014715194702 + ], + "logprob_reward": -0.07001481205224991, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001481205224991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07418263703584671, + 0.026801463216543198, + 0.16367363929748535, + 0.04745841771364212, + 0.2600131928920746, + 0.022847868502140045, + 0.06955567002296448, + 0.2910365164279938, + 0.017221035435795784, + 0.027209533378481865 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.07001481205224991 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed medium close-up taken from a level angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a beige wool cardigan over a light blue plaid shirt with silver hair and deep wrinkles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a lavender turtleneck sweater with her gray hair tied in a bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a slightly blurred living room containing a bookshelf filled with books and a potted plant?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by warm afternoon sunlight creating floating dust particles and a soft halo effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014190481044352055 + ], + "opposite_logprob_tokens": [ + -4.264190673828125 + ], + "logprob_reward": -0.014190481044352055, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014190481044352055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1613650768995285, + 0.06065506860613823, + 0.042743951082229614, + 0.053662046790122986, + 0.1739957332611084, + 0.0369391068816185, + 0.1616215854883194, + 0.20112450420856476, + 0.06051734834909439, + 0.04737567529082298 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.014190481044352055 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_7/index_tensor([8540, 8540])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_7/index_tensor([8540, 8540])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5bf4af305f61dc9d7a03bf5bc641a766e58e796b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_7/index_tensor([8540, 8540])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the distinctive artistic style of living ink painting, the scene begins with a slow, deliberate upward tilt of the camera, its movements as graceful as brushstrokes, following the smooth, black Zaocys dhumnades as it snakes its way from a gnarled, mossy branch. The entire composition is rendered with minimalist, expressive strokes of black ink on a surface with the unique fibrous texture of rice paper. The branch itself is depicted with dry, vigorous brushstrokes, suggesting ancient, cracked bark, while the moss is a soft hue of diluted gray ink. The snake's body is a masterclass in calligraphic fluidity, a single, flowing form of deep, wet black ink, its subtle tonal variations defining its powerful musculature. Due to its intentionally extended length, its scales are not individually detailed, but conveyed through a subtle wet-ink sheen that shimmers against the roughness of the paper, creating a sense of vibrant life. As the camera continues to rise, a few deft, wet brushstrokes in the background emerge from the negative space, suggesting a hazy bamboo forest that blends into the vastness of the paper, perfectly capturing the serene, contemplative nature of traditional Chinese art in dynamic, graceful movement.", + "seed": 23171, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_7/index_8540_seed_23171_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.018829796649515628, + "vlm_logprob": -0.018829796649515628, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.018829796649515628, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009569723159074783 + ], + "opposite_logprob_tokens": [ + -4.7595696449279785 + ], + "logprob_reward": -0.009569723159074783, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009569723159074783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18219295144081116, + 0.13147075474262238, + 0.15159811079502106, + 0.04616698622703552, + 0.07486186176538467, + 0.06666156649589539, + 0.06772322952747345, + 0.1496676504611969, + 0.03742041438817978, + 0.09223652631044388 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.009569723159074783 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004109272733330727 + ], + "opposite_logprob_tokens": [ + -5.5041093826293945 + ], + "logprob_reward": -0.004109272733330727, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004109272733330727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13734275102615356, + 0.11444113403558731, + 0.19361849129199982, + 0.06013747677206993, + 0.04388277605175972, + 0.0522073432803154, + 0.055088527500629425, + 0.16419705748558044, + 0.0720413327217102, + 0.10704315453767776 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.004109272733330727 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026345614343881607 + ], + "opposite_logprob_tokens": [ + -3.651345729827881 + ], + "logprob_reward": -0.026345614343881607, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026345614343881607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09457816928625107, + 0.030746418982744217, + 0.06353815644979477, + 0.03110823966562748, + 0.024111362174153328, + 0.027498766779899597, + 0.03884749859571457, + 0.2541338801383972, + 0.3106478750705719, + 0.12478963285684586 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.026345614343881607 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108358334749937 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.01108358334749937, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108358334749937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11109193414449692, + 0.04701367765665054, + 0.1289297342300415, + 0.08772671222686768, + 0.04844933748245239, + 0.04499543830752373, + 0.07616142183542252, + 0.24333615601062775, + 0.10603807121515274, + 0.10625749081373215 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.01108358334749937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043040789663791656 + ], + "opposite_logprob_tokens": [ + -3.1680407524108887 + ], + "logprob_reward": -0.043040789663791656, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043040789663791656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11467748880386353, + 0.08026231825351715, + 0.05598076060414314, + 0.04765278846025467, + 0.08815408498048782, + 0.0721139907836914, + 0.06222306564450264, + 0.15996411442756653, + 0.11147768050432205, + 0.20749378204345703 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.043040789663791656 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the distinctive artistic style of living ink painting, the scene begins with a slow, deliberate upward tilt of the camera, its movements as graceful as brushstrokes, following the smooth, black Zaocys dhumnades as it snakes its way from a gnarled, mossy branch. The entire composition is rendered with minimalist, expressive strokes of black ink on a surface with the unique fibrous texture of rice paper. The branch itself is depicted with dry, vigorous brushstrokes, suggesting ancient, cracked bark, while the moss is a soft hue of diluted gray ink. The snake's body is a masterclass in calligraphic fluidity, a single, flowing form of deep, wet black ink, its subtle tonal variations defining its powerful musculature. Due to its intentionally extended length, its scales are not individually detailed, but conveyed through a subtle wet-ink sheen that shimmers against the roughness of the paper, creating a sense of vibrant life. As the camera continues to rise, a few deft, wet brushstrokes in the background emerge from the negative space, suggesting a hazy bamboo forest that blends into the vastness of the paper, perfectly capturing the serene, contemplative nature of traditional Chinese art in dynamic, graceful movement.", + "seed": 23172, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_7/index_8540_seed_23172_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024229634366929532, + "vlm_logprob": -0.024229634366929532, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.024229634366929532, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012797137722373009 + ], + "opposite_logprob_tokens": [ + -4.5127973556518555 + ], + "logprob_reward": -0.012797137722373009, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.012797137722373009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16758108139038086, + 0.09987489879131317, + 0.06386879831552505, + 0.06451291590929031, + 0.018428664654493332, + 0.07598961889743805, + 0.2458864450454712, + 0.07875005155801773, + 0.10193604975938797, + 0.08317149430513382 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.012797137722373009 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011090303771197796 + ], + "opposite_logprob_tokens": [ + -4.511090278625488 + ], + "logprob_reward": -0.011090303771197796, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011090303771197796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13723598420619965, + 0.2747490704059601, + 0.062213651835918427, + 0.07764790952205658, + 0.03388218581676483, + 0.11368358880281448, + 0.1152501180768013, + 0.07818256318569183, + 0.06125957891345024, + 0.045895371586084366 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.011090303771197796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336938351392746 + ], + "opposite_logprob_tokens": [ + -3.408693790435791 + ], + "logprob_reward": -0.0336938351392746, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336938351392746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15018895268440247, + 0.17246946692466736, + 0.12029196321964264, + 0.06275229901075363, + 0.030514013022184372, + 0.07726554572582245, + 0.23411917686462402, + 0.05948377028107643, + 0.020764539018273354, + 0.07215026766061783 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.0336938351392746 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641822263598442 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.008641822263598442, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641822263598442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1895860880613327, + 0.08307032287120819, + 0.07646668702363968, + 0.06332089006900787, + 0.04158488288521767, + 0.11259999126195908, + 0.18716813623905182, + 0.04189162328839302, + 0.0700521245598793, + 0.13425925374031067 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.008641822263598442 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05492507293820381 + ], + "opposite_logprob_tokens": [ + -2.929924964904785 + ], + "logprob_reward": -0.05492507293820381, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05492507293820381, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04950994625687599, + 0.04279826954007149, + 0.07582705467939377, + 0.02966156043112278, + 0.05984807386994362, + 0.05760475620627403, + 0.6091408729553223, + 0.03353580832481384, + 0.013363393023610115, + 0.028710272163152695 + ], + "top_frames": [ + 6, + 2, + 4 + ], + "selected_reward": -0.05492507293820381 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the distinctive artistic style of living ink painting, the scene begins with a slow, deliberate upward tilt of the camera, its movements as graceful as brushstrokes, following the smooth, black Zaocys dhumnades as it snakes its way from a gnarled, mossy branch. The entire composition is rendered with minimalist, expressive strokes of black ink on a surface with the unique fibrous texture of rice paper. The branch itself is depicted with dry, vigorous brushstrokes, suggesting ancient, cracked bark, while the moss is a soft hue of diluted gray ink. The snake's body is a masterclass in calligraphic fluidity, a single, flowing form of deep, wet black ink, its subtle tonal variations defining its powerful musculature. Due to its intentionally extended length, its scales are not individually detailed, but conveyed through a subtle wet-ink sheen that shimmers against the roughness of the paper, creating a sense of vibrant life. As the camera continues to rise, a few deft, wet brushstrokes in the background emerge from the negative space, suggesting a hazy bamboo forest that blends into the vastness of the paper, perfectly capturing the serene, contemplative nature of traditional Chinese art in dynamic, graceful movement.", + "seed": 23173, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_7/index_8540_seed_23173_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.038248914293944836, + "vlm_logprob": -0.038248914293944836, + "vlm_yes_no_margin": 4.099999976158142, + "vlm_token_credit": -0.038248914293944836, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005449321586638689 + ], + "opposite_logprob_tokens": [ + -5.505449295043945 + ], + "logprob_reward": -0.005449321586638689, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.005449321586638689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09132739901542664, + 0.16240344941616058, + 0.12414915859699249, + 0.0767243281006813, + 0.18530838191509247, + 0.1372184455394745, + 0.03609999641776085, + 0.04781166836619377, + 0.04699130728840828, + 0.09196589887142181 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.005449321586638689 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004652152303606272 + ], + "opposite_logprob_tokens": [ + -5.37965202331543 + ], + "logprob_reward": -0.004652152303606272, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004652152303606272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16501471400260925, + 0.08943220973014832, + 0.08587479591369629, + 0.15132099390029907, + 0.13846074044704437, + 0.07041635364294052, + 0.1299278885126114, + 0.0649714320898056, + 0.05340372398495674, + 0.05117715150117874 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.004652152303606272 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305814579129219 + ], + "opposite_logprob_tokens": [ + -3.168058156967163 + ], + "logprob_reward": -0.04305814579129219, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305814579129219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06253555417060852, + 0.08142507821321487, + 0.08177316188812256, + 0.09195730835199356, + 0.3454607129096985, + 0.10931063443422318, + 0.037804052233695984, + 0.039250973612070084, + 0.10553093254566193, + 0.04495159164071083 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.04305814579129219 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082876473665237 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.011082876473665237, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082876473665237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11683931201696396, + 0.08885359764099121, + 0.06466026604175568, + 0.1540459394454956, + 0.27590036392211914, + 0.12532031536102295, + 0.04077683761715889, + 0.03491327911615372, + 0.04627930000424385, + 0.0524107851088047 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.011082876473665237 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270020753145218 + ], + "opposite_logprob_tokens": [ + -2.127002000808716 + ], + "logprob_reward": -0.1270020753145218, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270020753145218, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10114918649196625, + 0.07570667564868927, + 0.0692875012755394, + 0.0722535103559494, + 0.17475368082523346, + 0.08577617257833481, + 0.08490721881389618, + 0.12770584225654602, + 0.09652984142303467, + 0.11193040013313293 + ], + "top_frames": [ + 4, + 7, + 9 + ], + "selected_reward": -0.1270020753145218 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the distinctive artistic style of living ink painting, the scene begins with a slow, deliberate upward tilt of the camera, its movements as graceful as brushstrokes, following the smooth, black Zaocys dhumnades as it snakes its way from a gnarled, mossy branch. The entire composition is rendered with minimalist, expressive strokes of black ink on a surface with the unique fibrous texture of rice paper. The branch itself is depicted with dry, vigorous brushstrokes, suggesting ancient, cracked bark, while the moss is a soft hue of diluted gray ink. The snake's body is a masterclass in calligraphic fluidity, a single, flowing form of deep, wet black ink, its subtle tonal variations defining its powerful musculature. Due to its intentionally extended length, its scales are not individually detailed, but conveyed through a subtle wet-ink sheen that shimmers against the roughness of the paper, creating a sense of vibrant life. As the camera continues to rise, a few deft, wet brushstrokes in the background emerge from the negative space, suggesting a hazy bamboo forest that blends into the vastness of the paper, perfectly capturing the serene, contemplative nature of traditional Chinese art in dynamic, graceful movement.", + "seed": 23174, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_7/index_8540_seed_23174_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0363417824730277, + "vlm_logprob": -0.0363417824730277, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.0363417824730277, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008817427791655064 + ], + "opposite_logprob_tokens": [ + -4.883817195892334 + ], + "logprob_reward": -0.008817427791655064, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008817427791655064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22284512221813202, + 0.055648934096097946, + 0.13804253935813904, + 0.09747358411550522, + 0.1514933854341507, + 0.05748250335454941, + 0.04622405022382736, + 0.09477226436138153, + 0.046474289149045944, + 0.08954339474439621 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.008817427791655064 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546772137284279 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546772137284279, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546772137284279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06115507334470749, + 0.027720479294657707, + 0.08018510043621063, + 0.055460408329963684, + 0.07568935304880142, + 0.05172156170010567, + 0.0733494833111763, + 0.49198755621910095, + 0.04815727472305298, + 0.034573715180158615 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.012546772137284279 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030967742204666 + ], + "opposite_logprob_tokens": [ + -2.3503096103668213 + ], + "logprob_reward": -0.10030967742204666, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030967742204666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15376262366771698, + 0.02510719560086727, + 0.09738851338624954, + 0.10874731093645096, + 0.23616543412208557, + 0.06367172300815582, + 0.032042495906353, + 0.12178549915552139, + 0.0950464978814125, + 0.06628264486789703 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.10030967742204666 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263565294444561 + ], + "opposite_logprob_tokens": [ + -3.6513564586639404 + ], + "logprob_reward": -0.0263565294444561, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263565294444561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13175484538078308, + 0.05630621686577797, + 0.050945207476615906, + 0.21950101852416992, + 0.17427648603916168, + 0.12111742049455643, + 0.019998902454972267, + 0.06105329096317291, + 0.0980788990855217, + 0.06696770340204239 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.0263565294444561 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a black snake (Zaocys dhumnades) moving in a snaking motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the snake's body rendered as a single flowing form of deep wet black ink without individually detailed scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background environment a hazy bamboo forest emerging from negative space?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the surface texture of the video a fibrous rice paper with dry, vigorous brushstrokes for the branch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera perform a slow, deliberate upward tilt following the snake's movement?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033678505569696426 + ], + "opposite_logprob_tokens": [ + -3.4086785316467285 + ], + "logprob_reward": -0.033678505569696426, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033678505569696426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21786603331565857, + 0.0395980104804039, + 0.09149301052093506, + 0.05772744119167328, + 0.07187122106552124, + 0.0777398869395256, + 0.12934242188930511, + 0.12084336578845978, + 0.10383076965808868, + 0.08968786150217056 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.033678505569696426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_9/index_tensor([7468, 7468])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_9/index_tensor([7468, 7468])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..31ae6eaa11175378b3e36aa53dc61f882e25f447 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_9/index_tensor([7468, 7468])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static close-up depicts the scene, focusing entirely on the slender legs and lower bodies of a dense flock of flamingos as they gracefully wade through clear, shallow water. Rendered in the surreal Makoto Shinkai style, the image is a symphony of light and color. The flamingos' legs, with their knobby knees and subtly textured skin, disturb the water's surface with every step, creating an intricate dance of concentric ripples that expand outward. Dramatic, shimmering sunlight falls on the water, causing every splash and airborne droplet to catch the light like a tiny, brilliant prism. The vibrant pink feathers on the birds' lower bodies are highly saturated, their soft texture contrasting sharply with the sharp, mirror-like highlights of the water's surface. The water itself is a bright, luminous blue, so transparent that the sandy bottom is clearly visible, crisscrossed with patterns of light. The overall atmosphere is one of tranquility, almost magical surreality. The intense color saturation and photorealistic rendering of the interplay between water, light, and feathers create a moment of breathtaking natural beauty.", + "seed": 29044, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_9/index_7468_seed_29044_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0487681545317173, + "vlm_logprob": -0.0487681545317173, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.0487681545317173, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06552815437316895 + ], + "opposite_logprob_tokens": [ + -2.815528154373169 + ], + "logprob_reward": -0.06552815437316895, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06552815437316895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41923046112060547, + 0.05309649929404259, + 0.02335658296942711, + 0.036574359983205795, + 0.10676757991313934, + 0.10012214630842209, + 0.16986635327339172, + 0.035358574241399765, + 0.028489118441939354, + 0.027138369157910347 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.06552815437316895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370536118745804 + ], + "opposite_logprob_tokens": [ + -3.408705472946167 + ], + "logprob_reward": -0.03370536118745804, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370536118745804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4133305847644806, + 0.15922389924526215, + 0.05382780358195305, + 0.02231297641992569, + 0.08772337436676025, + 0.07388380914926529, + 0.11734487861394882, + 0.037510182708501816, + 0.013882380910217762, + 0.020960066467523575 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.03370536118745804 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253841444849968 + ], + "opposite_logprob_tokens": [ + -4.387538433074951 + ], + "logprob_reward": -0.01253841444849968, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253841444849968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49327513575553894, + 0.17912229895591736, + 0.03076949529349804, + 0.02430657297372818, + 0.01144354697316885, + 0.06903350353240967, + 0.12459571659564972, + 0.032987628132104874, + 0.014749341644346714, + 0.01971675269305706 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.01253841444849968 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002537697553635 + ], + "opposite_logprob_tokens": [ + -2.6950254440307617 + ], + "logprob_reward": -0.07002537697553635, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002537697553635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4063926339149475, + 0.10965817421674728, + 0.050896212458610535, + 0.021770054474473, + 0.03836417198181152, + 0.10696234554052353, + 0.1786411851644516, + 0.03397103399038315, + 0.02671094425022602, + 0.0266332495957613 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.07002537697553635 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204346567392349 + ], + "opposite_logprob_tokens": [ + -2.8120434284210205 + ], + "logprob_reward": -0.06204346567392349, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204346567392349, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43816354870796204, + 0.04842439293861389, + 0.012076430954039097, + 0.015987247228622437, + 0.027945242822170258, + 0.021676884964108467, + 0.3615454137325287, + 0.04485594853758812, + 0.017957236617803574, + 0.011367728933691978 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.06204346567392349 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static close-up depicts the scene, focusing entirely on the slender legs and lower bodies of a dense flock of flamingos as they gracefully wade through clear, shallow water. Rendered in the surreal Makoto Shinkai style, the image is a symphony of light and color. The flamingos' legs, with their knobby knees and subtly textured skin, disturb the water's surface with every step, creating an intricate dance of concentric ripples that expand outward. Dramatic, shimmering sunlight falls on the water, causing every splash and airborne droplet to catch the light like a tiny, brilliant prism. The vibrant pink feathers on the birds' lower bodies are highly saturated, their soft texture contrasting sharply with the sharp, mirror-like highlights of the water's surface. The water itself is a bright, luminous blue, so transparent that the sandy bottom is clearly visible, crisscrossed with patterns of light. The overall atmosphere is one of tranquility, almost magical surreality. The intense color saturation and photorealistic rendering of the interplay between water, light, and feathers create a moment of breathtaking natural beauty.", + "seed": 29045, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_9/index_7468_seed_29045_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.038748640287667516, + "vlm_logprob": -0.038748640287667516, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.038748640287667516, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04582672938704491 + ], + "opposite_logprob_tokens": [ + -3.1708266735076904 + ], + "logprob_reward": -0.04582672938704491, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04582672938704491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2788238227367401, + 0.09163583070039749, + 0.07490207254886627, + 0.10862667858600616, + 0.07504626363515854, + 0.1450568288564682, + 0.07493763417005539, + 0.04731324315071106, + 0.05399324372410774, + 0.049664415419101715 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.04582672938704491 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062049854546785355 + ], + "opposite_logprob_tokens": [ + -2.8120498657226562 + ], + "logprob_reward": -0.062049854546785355, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062049854546785355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30552059412002563, + 0.09798379242420197, + 0.08529610931873322, + 0.1428908258676529, + 0.03320036828517914, + 0.08940429985523224, + 0.05834167078137398, + 0.06804443895816803, + 0.05118769779801369, + 0.06813018769025803 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.062049854546785355 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627647835761309 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.007627647835761309, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627647835761309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30101388692855835, + 0.05870159715414047, + 0.07857814431190491, + 0.18106260895729065, + 0.029643381014466286, + 0.18935076892375946, + 0.027972986921668053, + 0.06225893646478653, + 0.024877600371837616, + 0.04654010757803917 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.007627647835761309 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495497211813927 + ], + "opposite_logprob_tokens": [ + -2.929955005645752 + ], + "logprob_reward": -0.05495497211813927, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495497211813927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2263939380645752, + 0.1513291448354721, + 0.12305186688899994, + 0.12339311093091965, + 0.015054461546242237, + 0.05872857943177223, + 0.06184897944331169, + 0.09002064168453217, + 0.079636350274086, + 0.07054292410612106 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.05495497211813927 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023283997550606728 + ], + "opposite_logprob_tokens": [ + -3.7732839584350586 + ], + "logprob_reward": -0.023283997550606728, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023283997550606728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41150739789009094, + 0.037590768188238144, + 0.10393376648426056, + 0.07999416440725327, + 0.0636867955327034, + 0.1309506893157959, + 0.036471813917160034, + 0.07960455864667892, + 0.0262026097625494, + 0.03005749173462391 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.023283997550606728 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static close-up depicts the scene, focusing entirely on the slender legs and lower bodies of a dense flock of flamingos as they gracefully wade through clear, shallow water. Rendered in the surreal Makoto Shinkai style, the image is a symphony of light and color. The flamingos' legs, with their knobby knees and subtly textured skin, disturb the water's surface with every step, creating an intricate dance of concentric ripples that expand outward. Dramatic, shimmering sunlight falls on the water, causing every splash and airborne droplet to catch the light like a tiny, brilliant prism. The vibrant pink feathers on the birds' lower bodies are highly saturated, their soft texture contrasting sharply with the sharp, mirror-like highlights of the water's surface. The water itself is a bright, luminous blue, so transparent that the sandy bottom is clearly visible, crisscrossed with patterns of light. The overall atmosphere is one of tranquility, almost magical surreality. The intense color saturation and photorealistic rendering of the interplay between water, light, and feathers create a moment of breathtaking natural beauty.", + "seed": 29046, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_9/index_7468_seed_29046_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0950329463928938, + "vlm_logprob": -0.0950329463928938, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.0950329463928938, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06602006405591965 + ], + "opposite_logprob_tokens": [ + -2.8160200119018555 + ], + "logprob_reward": -0.06602006405591965, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06602006405591965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12991659343242645, + 0.055595673620700836, + 0.06135938689112663, + 0.026994628831744194, + 0.08743558824062347, + 0.18031369149684906, + 0.013230186887085438, + 0.02549862489104271, + 0.3225241005420685, + 0.09713151305913925 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.06602006405591965 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905527740716934 + ], + "opposite_logprob_tokens": [ + -2.464055299758911 + ], + "logprob_reward": -0.08905527740716934, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905527740716934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07738407701253891, + 0.0958818718791008, + 0.044650133699178696, + 0.02812296524643898, + 0.1650197058916092, + 0.1934785544872284, + 0.018870454281568527, + 0.030583960935473442, + 0.28799542784690857, + 0.05801292136311531 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.08905527740716934 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018194561824202538 + ], + "opposite_logprob_tokens": [ + -4.018194675445557 + ], + "logprob_reward": -0.018194561824202538, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018194561824202538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02638641558587551, + 0.06777896732091904, + 0.0391107015311718, + 0.009396720677614212, + 0.0567924939095974, + 0.4799172282218933, + 0.021372606977820396, + 0.025844763964414597, + 0.24254275858402252, + 0.03085733950138092 + ], + "top_frames": [ + 5, + 8, + 1 + ], + "selected_reward": -0.018194561824202538 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015780359506607 + ], + "opposite_logprob_tokens": [ + -1.7015780210494995 + ], + "logprob_reward": -0.2015780359506607, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015780359506607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053269922733306885, + 0.20589837431907654, + 0.018672427162528038, + 0.019579356536269188, + 0.19642864167690277, + 0.3099810481071472, + 0.010159321129322052, + 0.01416944619268179, + 0.1403675228357315, + 0.03147394210100174 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.2015780359506607 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031679272651672 + ], + "opposite_logprob_tokens": [ + -2.3503167629241943 + ], + "logprob_reward": -0.10031679272651672, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031679272651672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023139948025345802, + 0.07957977801561356, + 0.014744044281542301, + 0.01804693043231964, + 0.08646956831216812, + 0.5317741632461548, + 0.005676990374922752, + 0.018588069826364517, + 0.20645101368427277, + 0.01552946213632822 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.10031679272651672 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static close-up depicts the scene, focusing entirely on the slender legs and lower bodies of a dense flock of flamingos as they gracefully wade through clear, shallow water. Rendered in the surreal Makoto Shinkai style, the image is a symphony of light and color. The flamingos' legs, with their knobby knees and subtly textured skin, disturb the water's surface with every step, creating an intricate dance of concentric ripples that expand outward. Dramatic, shimmering sunlight falls on the water, causing every splash and airborne droplet to catch the light like a tiny, brilliant prism. The vibrant pink feathers on the birds' lower bodies are highly saturated, their soft texture contrasting sharply with the sharp, mirror-like highlights of the water's surface. The water itself is a bright, luminous blue, so transparent that the sandy bottom is clearly visible, crisscrossed with patterns of light. The overall atmosphere is one of tranquility, almost magical surreality. The intense color saturation and photorealistic rendering of the interplay between water, light, and feathers create a moment of breathtaking natural beauty.", + "seed": 29047, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000214/group_9/index_7468_seed_29047_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06107732281088829, + "vlm_logprob": -0.06107732281088829, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.06107732281088829, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06558085232973099 + ], + "opposite_logprob_tokens": [ + -2.8155808448791504 + ], + "logprob_reward": -0.06558085232973099, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06558085232973099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11413011699914932, + 0.14373795688152313, + 0.05104730650782585, + 0.09556550532579422, + 0.40993502736091614, + 0.03608763962984085, + 0.042794119566679, + 0.040492188185453415, + 0.044425707310438156, + 0.021784421056509018 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.06558085232973099 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207573413848877 + ], + "opposite_logprob_tokens": [ + -2.812075614929199 + ], + "logprob_reward": -0.06207573413848877, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207573413848877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10224553942680359, + 0.09975487738847733, + 0.16327008605003357, + 0.14375187456607819, + 0.12403988093137741, + 0.043267492204904556, + 0.13797089457511902, + 0.053881362080574036, + 0.10115258395671844, + 0.030665386468172073 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.06207573413848877 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371458128094673 + ], + "opposite_logprob_tokens": [ + -3.408714532852173 + ], + "logprob_reward": -0.03371458128094673, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371458128094673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12777909636497498, + 0.019301889464259148, + 0.10971751064062119, + 0.03786163404583931, + 0.09382849186658859, + 0.03089277260005474, + 0.13505861163139343, + 0.2508675456047058, + 0.1524563729763031, + 0.042236048728227615 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.03371458128094673 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054966822266578674 + ], + "opposite_logprob_tokens": [ + -2.929966926574707 + ], + "logprob_reward": -0.054966822266578674, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054966822266578674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19440190494060516, + 0.03810180351138115, + 0.12535525858402252, + 0.043253343552351, + 0.12481754273176193, + 0.030848244205117226, + 0.10936952382326126, + 0.16983622312545776, + 0.1169343963265419, + 0.04708174988627434 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.054966822266578674 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a low-angle static close-up focusing on the slender legs and lower bodies of flamingos?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the flamingos' legs depicted with knobby knees and subtly textured skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water bright, luminous blue, transparent enough to show a sandy bottom with light patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in the surreal Makoto Shinkai style with highly saturated vibrant pink feathers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature dramatic shimmering sunlight causing water droplets to catch the light like tiny prisms?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904862403869629 + ], + "opposite_logprob_tokens": [ + -2.4640486240386963 + ], + "logprob_reward": -0.08904862403869629, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904862403869629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09431581199169159, + 0.06625186651945114, + 0.0787966400384903, + 0.057952672243118286, + 0.379831463098526, + 0.055409036576747894, + 0.12369952350854874, + 0.06398528069257736, + 0.03954517841339111, + 0.04021252319216728 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.08904862403869629 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000227/group_0/index_9774_seed_13154_dp_0_rank_0_sample_0_slot_0.mp4 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